tag:blogger.com,1999:blog-313000672024-02-28T11:46:34.107-05:00Quantum ClassicalPeterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.comBlogger29125tag:blogger.com,1999:blog-31300067.post-53286293828192564022021-02-22T20:21:00.000-05:002021-02-22T20:21:21.871-05:00Lorentz invariant propagators in 3+1-dimensions<div><div><p>I'm reading an interesting quantum field theory textbook, by <a href="https://www.springer.com/gp/book/9783319281711" target="_blank">Thanu Padmanabhan, "Quantum Field Theory: The Why, What and How", Springer 2016</a>, which goes through hoops to interpret Lorentz invariant propagators in terms of particles. [My sense, though from only a brief acquaintance, is that it's a thoughtful and good book.]<br /></p><p>As always, my view is that we should pause for a decade or two before we mention particles again. When they emerge, carefully, it will be in terms of global measurements that have an integer-valued sample space (or an integer-valued spectrum, if we're talking about operators that correspond to those measurements.)</p><p>So for now, talking only about a field theory, one way to separate Lorentz invariant propagators for the Klein-Gordon equation (and solutions of the Klein-Gordon equation) into two kinds is as:</p><ul style="text-align: left;"><li>The retarded and advanced propagators (and the Pauli-Jordan, "commutator", solution of the Klein-Gordon equation), which are zero outside the forward and backward light cones (and zero outside both the forward and backward light cones) respectively: in other words, these are non-zero only at time-like separation.<br /></li><li>The Feynman propagator (and the positive and negative frequency solutions of the Klein-Gordon equation), which are all non-zero at both space-like and time-like separation.</li></ul></div><p>If we follow everyone else's thinking about particles, the second kind of propagator and solutions (which are the ones that matter in quantum field theory and for random fields) look as if there are faster than light effects, because they are non-zero at space-like separation, but if we think in terms of fields solutions that are non-zero at space-like separation can seem fairly natural, if we take it that when we change the universe or a model of the universe, we <span style="font-size: x-small;"><i><span style="font-family: arial;">ease in</span></i></span> a change of the past that is consistent with a new present and future — we <span style="font-size: small;"><b><span style="font-family: arial;">do <i>not</i> hammer in</span></b></span> a new present and future with no attention given to the past.</p><p>From a PDF that I constructed quite a few years ago, with the retarded and advanced propagators and the commutator solution down the right and the Feynman propagator and the positive and negative frequency solutions down the left:</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh46sEBsyGNgnAqWi1y3rNg2BDMP0Hcvz79cE_08aBxWoT0QVQwz4Z-YnvHOnDCR8XG0IlRbQzSeoyVeNgDMu41PF17eIJNiaX9pNPaGBWaD-fTJZ3skP35qIufAv5rmeQf6FOl/s1775/Propagator+map.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1775" data-original-width="1496" height="657" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh46sEBsyGNgnAqWi1y3rNg2BDMP0Hcvz79cE_08aBxWoT0QVQwz4Z-YnvHOnDCR8XG0IlRbQzSeoyVeNgDMu41PF17eIJNiaX9pNPaGBWaD-fTJZ3skP35qIufAv5rmeQf6FOl/w554-h657/Propagator+map.jpg" width="554" /></a></div><p><span style="font-size: x-small;">[I hope I've got all the many signs right here, but long experience shows that I don't always, despite knowing that I get them wrong and consequently spending hours where I imagine geniuses spend minutes.]</span><br /></p><p>The "solutions" of the Klein-Gordon equation are just that, whereas the propagators satisfy the inhomogeneous Klein-Gordon equation, with the Dirac delta function on the right-hand side. The <i>J</i>, <i>K</i>, and <i>Y</i> are Bessel functions, together with a Dirac delta function component. <span style="font-size: x-small;">[That Dirac delta function component isn't there in 1+1-dimensions; in 1+1-dimensions there's also a lower degree Bessel function that only diverges logarithmically as a function of small space-like or time-like separations (instead of as the inverse square in 1+3-dimensions), which is why perturbation theory in quantum field theory is so much more straightforward in 1+1-dimensions.]</span></p><p>Which solution or propagator one should use in a model (or which linear combination of solutions and propagators) depends on the boundary conditions. A more intuitive idea, however, is that</p><ul style="text-align: left;"><li>if we unilaterally hammer in a delta function change to the present at a certain point, then it's not unreasonable for only the future to be affected, only within the forward light cone, which we can model by using the retarded propagator;</li><li>if we act more circumspectly, however, the present doesn't just appear from nothing, it has to be prepared: we have to change the past so that it causes a new solution of the Klein-Gordon equation to be as we see it. For such a change, we cannot just change only the backward and forward light-cones: any change to the backward light-cone will propagate to space-like separation.<br /></li></ul><p style="text-align: left;">For both quantum fields and random fields I have found it useful to think of our actions as applying <i>modulations</i> to the vacuum state (which we take to be a noisy broad-band carrier signal), which then <i>resonate</i> in a Lorentz invariant way with whatever measurements we perform in other parts of the space-time. As an effective model for a <i>probabilistic</i> resonance, quantum field theory uses a positive semi-definite bilinear form (which gives us the inner product of the Hilbert space) which pushes us firmly towards the positive and negative frequency solutions. Quantum field theory uses the positive frequency solution because for quantum theory positive frequency is associated with positive energy. In other words, we can say that, broadly speaking, quantum field theory acts circumspectly rather than unilaterally: quantum field theory blends the changes we make into the universe.<br /></p><p style="text-align: left;">Because of my near obsession with the relationship between random fields and quantum fields, here I also have to mention that the difference from the point of view of solutions and propagators for the Klein-Gordon field is quite straightforward: for a quantum field we use just the positive frequency solution, whereas for a random field we use a sum of the positive frequency solution and the negative frequency solution. The imaginary component of the random field commutator at time-like separation cancels out, so that the commutator is zero everywhere, whereas the quantum field commutator is non-zero at time-like separation. This difference of course has consequences for the mathematics, which I usually summarize by saying that quantum field theory is an analytic form of the random field theory, because the quantum field theoretical restriction to only positive frequencies results in many extremely useful analytic properties.</p></div>Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0tag:blogger.com,1999:blog-31300067.post-13301235523849165342020-07-12T12:53:00.001-05:002020-07-14T07:48:07.456-05:00Schrödinger's plates<div>The Schrödinger's plates image has been around since at least 2016, as <a href="https://www.eatliver.com/schrodingers-plates/" target="_blank">here</a>, but it's lately been having still another renaissance. Philip Ball, <a href="https://twitter.com/philipcball/status/1281703320592228362" target="_blank">on Twitter</a>, suggests that it's "<span class="css-901oao css-16my406 r-1qd0xha r-ad9z0x r-bcqeeo r-qvutc0">Possibly the worst Schrödinger's cat analogy ever,</span>" but I think it has some merit as a way into seeing how classical physics can ask the same kinds of <i>noncommutative</i> questions as quantum physics asks. That's enough to make an <i>unconstrained</i> classical physics as good for constructing models as quantum physics.<br /></div><div><br /></div><div>Here it is:</div><div><img alt="" height="482" src="data:image/png;base64,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" width="482" /></div><div><br /></div><div>Classical physics might perhaps ask just one question, such as "Do the plates break when you open the door?", but it can also ask a multitude of questions such as "Can the plates be saved?", or, with much more detail, "If with a few friends we make sure the door doesn't vibrate when we remove the adjacent pane of glass, how likely is it that we can save the plates?"</div><div><br /></div><div>There is a continuum of such yes/no questions that can all be asked by a classical physicist, any of which can be turned into a question about likelihood. We can ask whether we can save the plates if we smash the adjacent plane of glass with a stone of a given size or shape, or we can ask how likely it is that we can save the plates if we use a glass cutter to cut holes of particular sizes and positions in one or more of the panes of glass.</div><div><br /></div><div>One tricky part is that it looks like we can't run the experiment more than once, because it looks difficult to get the plates into that position many times to find out what approach works best. At the heart of statistical physics, however, is the act of creating very elaborate initial conditions, making as sure as we can that each time is as close to the same as we can engineer them to be, and seeing what happens when we ask different questions. So imagine that we set up the conditions in the Schrödinger's plates image over and over again as multiple <i>trials</i> and record the results of many different questions, each many, many times. In physics experiments there may be as many as millions of trials per second, each engineered to be as close as possible to every other.<br /></div><div><br /></div><div>Crucially, for each trial we can ask many yes/no questions, but very often we can ask only one and not another for any one trial: we can ask "Do the plates break if we open the door?" but we cannot <i>for the same trial</i> also ask "Do the plates break if we smash the adjacent pane of glass?" On the other hand, we <i>can</i> ask a multitude of questions <i>jointly</i> of the same trial: "Does more than one plate break?" is <i>compatible</i> with "Can we find any shards further than 3 meters away?" We can imagine a continuum of both incompatible and compatible questions even though we only actually ask a small number of them.</div><div><br /></div><div>With many trials, we can ask the same question over and over and discover that for some fraction the answer is yes: we can call that fraction the <i>observed likelihood</i>. When we ask only slightly different questions of different sets of trials, we expect that the observed likelihood will also only change slightly, whether the different questions are compatible or incompatible. We can, incompatibly, use a glass cutter to cut holes of different particular sizes and positions in one of the panes of glass, which we would not expect to give different observed likelihoods if the two sets of holes differed only by a millimeter in size and hardly at all in position.</div><div><br /></div><div>When we ask compatible questions, we can ask what the <i>joint observed likelihood</i> is for the answers to different questions: we can ask for the <i>same</i> trial <i>both</i> "Does more than one plate break?" <i>and</i> "Can we find any shards further than 3 meters away?" because they <i>can</i> be jointly observed. Crucially, there is no necessity for the observed likelihoods for incompatible questions to allow a joint observed likelihood for the answers to questions that are not and cannot be asked jointly: if we ask "Do the plates break if we open the door?" we cannot jointly ask "Do the plates break if we smash the adjacent pane of glass?" In incompatible cases, we <i>can</i> still assign numbers, which it is best not to call jointly observed likelihoods because (1) they are not jointly observed and (2) they may for the sake of consistency and continuity have to be not fractions between 0 and 1, but this mathematically natural but apparently strange behavior as much happens for classical mechanics as for quantum mechanics.<br /></div><div><br /></div><div>This is no more than to picture what happens in physics experiments, or indeed to reimagine Schrödinger's cat. One can invent many examples of this kind of thought experiment, and there have been academic papers on contextuality for decades (see<span style="font-family: inherit;"><span style="font-weight: normal;"><span class="title-text"> <a href="https://arxiv.org/abs/1010.1273" target="_blank">"Specker’s parable of the overprotective seer: A road to contextuality, nonlocality and complementarity</a></span></span></span><a href="https://arxiv.org/abs/1010.1273" target="_blank">,"</a> for example). More such examples will not compel anybody to think about the relationship between classical and quantum mechanics any differently. The mathematics of <a href="https://arxiv.org/abs/1901.00526" target="_blank">An algebraic approach to Koopman classical mechanics</a> (or, in <a href="https://doi.org/10.1016/j.aop.2020.168090" target="_blank">Annals of Physics 2020</a>), however, and the Hilbert space mathematics it allows us to construct, supports an idea that classical mechanics can be as capable as quantum mechanics for modeling any physical situation. Classical models are significantly different, but they are as capable. Understanding the relationship between classical mechanics and quantum mechanics frees us from the distraction of thinking they are so very different.</div><div><br /></div><div>EDIT: I use Facebook rather extensively as a whiteboard. It's quite public, so the embarrassment of making a mistake can be great, but I tell myself that it's worth it because one remembers mistakes that one is embarrassed about. One never knows what flights of fancy or of folly some comment will lead to. In any case, a <a href="https://www.facebook.com/groups/526106304119328/permalink/3258337434229521/?comment_id=3258993087497289" target="_blank">comment</a> on <a href="https://www.facebook.com/groups/526106304119328/permalink/3258337434229521/" target="_blank">a post on the Facebook Group Quantum Mechanics & Theoretical Physics</a> led me to look more carefully for how the Schrödinger's cat thought experiment is like the Schrödinger's plates thought experiment:<br /><br /><div style="margin-left: 40px; text-align: left;"><span dir="ltr"><span class="_3l3x _1n4g"><span><span>"There is one thing
that is the same, if we can open the box at a time of our own choosing.
In that case, the probability that the cat is alive begins at 1, then
the probability at some rate decreases. If we more want the cat to live,
we</span></span><span><span><span> should open the box more quickly. The measurement we make determines the probability of different results.</span></span></span></span></span><br /><span dir="ltr"><span class="_3l3x _1n4g"><span><span></span></span></span></span><br /><span dir="ltr"><span class="_3l3x _1n4g"><span><span><span>If
we open the box at some early time, we <i>cannot</i> also open the box at
some later time, without starting a new trial. Those are incompatible
measurements. On the other hand, we can on the same trial measure
whether the cat died and whether the cat died of panic and a heart
attack or of failure of the lungs, ..., which are compatible
measurements that can be jointly measured."</span></span></span></span></span></div></div>Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com6tag:blogger.com,1999:blog-31300067.post-2368809696351810092020-02-16T10:45:00.000-05:002020-02-16T10:45:04.700-05:00Unifying Classical Physics and Quantum PhysicsI've written a quasi-popular level article that has been published on The Quantum Daily: <a href="https://thequantumdaily.com/2020/02/16/unifying-classical-physics-and-quantum-physics/" target="_blank">Unifying Classical Physics and Quantum Physics</a>. The principal audience, of people with an interest in quantum computing, will want more details, but I think it should be more-or-less readable on its own.<br />On Facebook, I've made the point that this is not as nuanced as <a href="https://authors.elsevier.com/a/1aZC%7EopqoQN9" target="_blank">An algebraic approach to Koopman classical mechanics</a>, but of course you can take me to task for getting it wrong anyway.Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0tag:blogger.com,1999:blog-31300067.post-57001387303191575142020-01-30T12:35:00.000-05:002020-01-30T12:35:46.896-05:00The QCS axioms of Frauchiger&Renner, in an algebraic form<div class="_5pbx userContent _3ds9 _3576" data-ft="{"tn":"K"}" data-testid="post_message" id="js_63">
Piling on Frauchiger&Renner is a sport that I've never felt much inclination for, but a paper in SHPMP, "The Frauchiger-Renner argument: A new no-go result?", <a href="https://doi.org/10.1016/j.shpsb.2019.12.002">https://doi.org/10.1016/j.shpsb.2019.12.002</a>, Fortin&Lombardi, states F&R's premises neatly enough that I feel like messing with the field:<br />
<br />
(Q) Compliance with quantum theory: Quantum mechanics is universally valid, that is, it applies to systems of any complexity, including observers. Moreover, an agent knows or is certain that a given proposition is true whenever the Born rule assigns probability 1 to it.<br />
(C) Self-consistency: Different agents' predictions are not contradictory.<br />
(S) Single-world: From the viewpoint of an agent who carries out a particular measurement, this measurement has one single outcome.<br />
<br />
<i>If we take an algebraic approach, we have, instead,</i><br />
(Q) There is a collection of measurements (modeled by a collection of operators) and recorded measurement results for each of those measurements (modeled by real non-negative normalized linear forms over the algebra generated by the collection of operators) [there are no "systems" and no "observers", only measurements, models of the measurements, and results and models of the results].<br />
(C) If recorded measurement results match the modeled measurement results, we're good, otherwise change the recorded measurement results [just kidding! It's a lot safer to change either our model of the measurements or our model of the measurement results.]<br />
(S) Journal editors are suspicious of recorded measurement results that change after they have accepted an article [it is well-known that journal editors are the closest anyone can come to being God, but there are also plenty of physicists ready to pillory a cheat.]<br />
<br />
F&R's rules don't seem an interesting game. The above may seem too operational, but we can optionally introduce a very beyond-the-operational in-between rule:<br />
(B) We can introduce a continuum of models of measurements and of their results that are, in various ways, in-between the measurements we actually performed or intend to perform, and which we might perform, perhaps even unexpectedly [that is, metaphysically, we can imagine a continuum of measurements and their results.]</div>
Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0tag:blogger.com,1999:blog-31300067.post-34205993084688570342019-11-03T17:21:00.000-05:002019-11-03T17:21:18.069-05:00"The Talk" — A Discussion<div class="" data-block="true" data-editor="dvsq1" data-offset-key="9lcjn-0-0">
<div class="_1mf _1mj" data-offset-key="9lcjn-0-0">
<span data-offset-key="9lcjn-0-0"><span data-text="true"><a href="https://www.smbc-comics.com/comic/the-talk-3" target="_blank">The Talk</a> is a fun
and very helpful read for anyone who wants to think about Quantum Mechanics, but for an analysis of just what Scott Aaronson and Zach
Weinersmith do in it, I will here </span></span><span data-offset-key="9lcjn-0-0"><span data-text="true"><span data-offset-key="9lcjn-0-0"><span data-text="true">ignore the child's side of the dialogue and </span></span>focus on what the grown up says that I think is
most substantive:</span></span></div>
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" width="120" /></a><span style="font-family: Times, "Times New Roman", serif;"><span style="font-size: small;"><span data-offset-key="92pv6-0-0"><span data-text="true">"[superposition]
means a complex linear combination of a 0 state and a 1 state. You
should think of it as a new ontological category: a way of combining
things that doesn't really map onto any classical concept."</span></span></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="abjt5-0-0">
<div class="_1mf _1mj" data-offset-key="abjt5-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="abjt5-0-0"><br data-text="true" /></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="2c1ku-0-0">
<div class="_1mf _1mj" data-offset-key="2c1ku-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="2c1ku-0-0"><span data-text="true">"Quantum Mechanics is just a certain generalization of probability." <span style="background-color: red;">✔✔✔</span></span></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="9lb5k-0-0">
<div class="_1mf _1mj" data-offset-key="9lb5k-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="9lb5k-0-0"><br data-text="true" /></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="9p2oe-0-0">
<div class="_1mf _1mj" data-offset-key="9p2oe-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="9p2oe-0-0"><span data-text="true">"Quantum Mechanics has probability <i>amplitudes</i>, and they can be positive or negative or even complex."</span></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="470l-0-0">
<div class="_1mf _1mj" data-offset-key="470l-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="470l-0-0"><br data-text="true" /></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="5sknf-0-0">
<div class="_1mf _1mj" data-offset-key="5sknf-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="5sknf-0-0"><span data-text="true">"When
you make a measurement, there's a rule for converting these amplitudes
into ordinary probabilities. But when you're not looking, the
amplitudes, well, sometimes they do something very special and private
with each other. Something very... intimate."</span></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="3hej2-0-0">
<div class="_1mf _1mj" data-offset-key="3hej2-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="3hej2-0-0"><span data-text="true">Next panel, child: "Interference?"</span></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="3r6q4-0-0">
<div class="_1mf _1mj" data-offset-key="3r6q4-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="3r6q4-0-0"><br data-text="true" /></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="3ld30-0-0">
<div class="_1mf _1mj" data-offset-key="3ld30-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="3ld30-0-0"><span data-text="true">"If
an event could happen one way with a positive amplitude, and another
way with a negative amplitude, the two amplitudes can cancel each other
out. So the total amplitude is zero -"</span></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="am82-0-0">
<div class="_1mf _1mj" data-offset-key="am82-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><a href="about:invalid#zClosurez" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img alt="" border="0" height="200" 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" width="161" /></a><span data-offset-key="am82-0-0"><br data-text="true" /></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="alvta-0-0">
<div class="_1mf _1mj" data-offset-key="alvta-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="alvta-0-0"><span data-text="true">"In
quantum computing, the whole idea is just to choreograph a pattern of
interference where the paths leading to each wrong answer interfere
destructively and cancel out, while the paths leading to the right
answer reinforce each other." <span style="background-color: red;">✔</span></span></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="7ukuv-0-0">
<div class="_1mf _1mj" data-offset-key="7ukuv-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="7ukuv-0-0"><br data-text="true" /></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="1vv8-0-0">
<div class="_1mf _1mj" data-offset-key="1vv8-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="1vv8-0-0"><span data-text="true">"the important thing for you to understand is that quantum computing isn't just a matter of trying all the answers in parallel." <span style="background-color: red;">✔✔✔</span></span></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="d7obl-0-0">
<div class="_1mf _1mj" data-offset-key="d7obl-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="d7obl-0-0"></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="3r8dg-0-0">
<div class="_1mf _1mj" data-offset-key="3r8dg-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="3r8dg-0-0"><span data-text="true"> </span></span></span></div>
<div class="_1mf _1mj" data-offset-key="3r8dg-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="3r8dg-0-0"><span data-text="true">"It's not the size that matters. It's the rotation through complex vector space."</span></span></span></div>
<div class="_1mf _1mj" data-offset-key="3r8dg-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="3r8dg-0-0"><span data-text="true"> </span></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="6s0gq-0-0">
<div class="_1mf _1mj" data-offset-key="6s0gq-0-0">
<span style="font-family: Times, "Times New Roman", serif;"><span data-offset-key="6s0gq-0-0"><span data-text="true">"It's
all just different consequences of one fact: classical events have
probabilities, and quantum events have amplitudes. Remember that, and
you'll do just fine."</span></span></span></div>
</div>
<span data-offset-key="9lcjn-0-0"><span data-text="true"></span></span><div class="" data-block="true" data-editor="dvsq1" data-offset-key="eltcd-0-0">
<div class="_1mf _1mj" data-offset-key="eltcd-0-0">
<span data-offset-key="eltcd-0-0"><span data-text="true"></span></span>
<hr size="2" width="100%" />
<span data-offset-key="eltcd-0-0"><span data-text="true"></span></span></div>
</div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="92pv6-0-0">
<div class="_1mf _1mj" data-offset-key="92pv6-0-0">
<span data-offset-key="92pv6-0-0"><span data-text="true"></span></span></div>
</div>
<div class="_1mf _1mj" data-offset-key="df2mh-0-0">
<span data-offset-key="df2mh-0-0"><span data-text="true"><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true"><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true">The paucity of approving </span></span></span></span></span></span></span></span><span data-offset-key="df2mh-0-0"><span data-text="true"><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true"><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true"><span data-offset-key="1vv8-0-0"><span data-text="true"><span style="background-color: red;">✔</span></span></span>'s may look damning, if anyone cares about my approval, but there is a lot to like in the gaps. What I <i>really</i> like about "The Talk" is that <i>events</i>, which are what we record as our experimental raw data, are almost front and center</span></span></span></span></span></span>. If only amplitudes and interference were not in front of them. Just if the grown up were to say "quantum computing is just about choreographing</span></span><span data-offset-key="df2mh-0-0"><span data-text="true"><span data-offset-key="df2mh-0-0"><span data-text="true"> <i>and analyzing</i></span></span><i> noisy</i> patterns <i>of events</i>," I would be much happier.</span></span></div>
<div class="_1mf _1mj" data-offset-key="df2mh-0-0">
<span data-offset-key="df2mh-0-0"><span data-text="true"><br /></span></span></div>
<div class="_1mf _1mj" data-offset-key="df2mh-0-0">
<span data-offset-key="df2mh-0-0"><span data-text="true">Starting with the last quote above, however, the concept of a "quantum
event" as something distinct from a "classical event" is introduced without
definition, so that putting so very much weight on "quantum events have
amplitudes", where "amplitudes" are also barely defined except as somehow a precursor for probabilities, is a big jump. The
word "event" is mentioned just in one earlier panel, without qualification as
classical or quantum, a few panels later "answer" is substituted as, it seems, a synonym for "event", then suddenly the whole weight of
how we should think about QM is loaded onto the distinction between
"classical event" and "quantum event".</span></span></div>
<div class="_1mf _1mj" data-offset-key="df2mh-0-0">
<span data-offset-key="df2mh-0-0"><span data-text="true"><br /></span></span></div>
<div class="_1mf _1mj" data-offset-key="df2mh-0-0">
<span data-offset-key="df2mh-0-0"><span data-text="true">We certainly see and record "events" when we perform experiments that are characteristically quantum mechanical, which we could call "classical events", but there isn't a different kind of events that happen in experiments that we could call "quantum events". When, for example, we see spots or marks appear on a screen, all of them are events, even if each of them may play a different part in different patterns of many events, whether as a spot in a trajectory-like pattern or as a spot in a wave-like pattern. More generally and abstractly, we construct hardware that examines the many electric currents on the wires that come out of an experiment </span></span><span data-offset-key="df2mh-0-0"><span data-text="true"><span data-offset-key="df2mh-0-0"><span data-text="true">for patterns that may be very complicated</span></span>, then that hardware records what type of event happened and when it did, often millions per second, without human seeing or intervention.</span></span></div>
<div class="" data-block="true" data-editor="dvsq1" data-offset-key="9i79n-0-0">
<div class="_1mf _1mj" data-offset-key="9i79n-0-0">
<a href="about:invalid#zClosurez" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img alt="" border="0" height="85" 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" width="200" /></a><span data-offset-key="9i79n-0-0"></span><br data-text="true" /><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true">One significant failure, I think, is in not introducing the idea of a <i>state</i> as something [in fact: a normalized, positive, complex linear map] that we can think of as giving us a probability distribution for every measurement we think we could perform. Given that thing, a state, there is a mathematical way to construct</span></span></span><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true"><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true"> a
Hilbert space of vectors and to derive </span></span></span>the existence of pure states and of transformations, and then we have Quantum Mechanics. A vector is best thought of as <i>not</i> a state, but instead as a way to construct a pure state. Because so much is made of superposition, we should be clear that convex linear
combinations of states are called <i>mixtures</i>, whereas sums of
vectors are called superpositions, but if we think in terms of states, these are two different ways of constructing new states, resulting in different patterns of probability distributions for each measurement. <span style="font-size: x-small;">I want to minimize the mention of amplitudes, which, as a way of discussing states, assumes that one kind of measurement </span></span></span></span><span style="font-size: x-small;"><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true"><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true"> is special</span></span></span><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true"><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true"> </span></span></span></span></span></span>(most often the measurement of position is chosen)</span></span></span></span><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true"><span style="font-size: x-small;"><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true">, but this is largely against a sometime principle of QM</span></span></span> that takes all measurements to be equal.</span></span></span></span></div>
<div class="_1mf _1mj" data-offset-key="9i79n-0-0">
<span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true"><br /></span></span></span></div>
<div class="_1mf _1mj" data-offset-key="9i79n-0-0">
<span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true">Quantum mechanics is indeed "a certain generalization of probability", but the difference <i>does</i> map onto classical concepts. <i>Noncommutativity</i>, which is </span></span></span><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true"><span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true">arguably the single generalization that takes us from classical to quantum, </span></span></span> is an entirely usual property of classical symmetries of classical mechanics. The representation theory of symmetry groups is as classical as it is quantum. Fourier analysis, rooted in mathematical concepts that are as classical as any mathematics can be, is intimately associated with the sometimes supposed to be only-in-quantum Heisenberg group. I can't put this in simple language that Zach Weinersmith could use, but I'm sure it can be done and it will be done by someone.</span></span></span></div>
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<span data-offset-key="9i79n-0-0"><span data-offset-key="75qhl-0-0"><span data-text="true">Despite all this, there is no question that "The Talk" is a significant step forward in the communication of quantum mechanics and quantum computing. In a number of places it is delightfully deflationary —quantum mechanics <i>almost</i> becomes second nature— but on a close reading there is too much missing. Although my discussion here is far from suiting all tastes, and it only hints towards something that could be as accessible but even more deflationary, "The Talk II" will hopefully make fewer jumps.</span></span></span></div>
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Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0tag:blogger.com,1999:blog-31300067.post-69086471278493771532019-03-05T18:58:00.000-05:002019-03-05T18:58:52.361-05:00To appear in Physica Scripta: "Classical states, quantum field measurement"<div class="separator" style="clear: both; text-align: center;">
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"Classical states, quantum field measurement" has been accepted by Physica Scripta, <a href="https://doi.org/10.1088/1402-4896/ab0c53" target="_blank">https://doi.org/10.1088/1402-4896/ab0c53</a>. I will post the version I first submitted to Physica Scripta on November 4th, 2018 to <a href="https://arxiv.org/abs/1709.06711" target="_blank">arXiv:1709.06711</a>, then there's an embargo for one year, after which I will post the "Accepted Manuscript" to arXiv.<br />
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<a href="https://publishingsupport.iopscience.iop.org/questions/quick-check-guide-current-author-rights-policy/" target="_blank">The rules for what I can and can't do with versions of the paper are fairly involved</a>, but I'm allowed to store the "Accepted Manuscript" on a "Personal Website", which I don't have (at least not that I can store a PDF on), so I've interpreted that to mean "on my computer", using the well-known file transfer protocol called "Send an e-mail to the author asking for the Accepted Manuscript". If you don't have subscription access to Physica Scripta and you don't
want to ask me for the Accepted Manuscript, it seems within the spirit of being allowed to post the Accepted Manuscript for me to describe the principal changes (from the first submission) as a result of the discussions I had with the referee, after the abstract, which is:<a href="about:invalid#zClosurez" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img alt="Title and abstract for "Classical fields, quantum field measurement"" border="0" height="508" src="data:image/png;base64,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" title="Title and abstract for "Classical fields, quantum field measurement"" width="640" /></a></div>
The principal changes (from the first submission) as a result of the discussions I had with the referee are:<br />
1. A new first paragraph: <br />
<img alt="" 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" /><br />2. A new final paragraph:<img alt="" 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" /><br />
3. A new paragraph expanding on one way to understand the Dirac spinor random field and proposing a use that can be made of the type of construction:<img alt="" src="data:image/png;base64,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" /><br />
4. The referee noted that the construction suggests a discussion of Bell inequalities. I didn't much want to get into this, because locality, superdeterminism,and the like are so complicated, but sure, I have a paper in JPhysA that I think deserves some love, so I changed a paragraph in the Discussion to say:<br />
<img alt="" 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" /><br />
There are other minor changes, but that's most of it.Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0tag:blogger.com,1999:blog-31300067.post-51998542002099987752019-02-28T21:12:00.000-05:002019-02-28T21:12:51.884-05:00Chemical potential raised states of the quantum vacuum stateWe can construct an analog of a thermal state using a number operator instead of the Hamiltonian, which is different from thermal states because the number operator is Lorentz invariantly defined.<br />
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This derivation has always rather delighted me. If μ is very large, then this state is arbitrarily close to the vacuum state, then as μ becomes smaller, more and more Lorentz invariant Gaussian noise is added into the system. This "extra quantum noise" state is an infinite energy mixed state that is unitarily inequivalent to the vacuum state and to thermal states.<br />
<br />
This post was prompted by my leaving <a href="https://johncarlosbaez.wordpress.com/2019/02/25/problems-with-the-standard-model-higgs/#comment-144094" target="_blank">a comment on Azimuth</a>, which included this: <span style="font-family: Verdana, sans-serif;">"This state could be said to be in a mixed state because it’s interacting
with another Lorentz invariant field (which has been traced out) as a
zero temperature bath with which it exchanges particles in a Lorentz
invariant way. For any algebra of observables that doesn’t include
absolutely every field (including dark matter, dark energy, or anything
else we haven’t found yet, …), the state over that subalgebra must be a
mixed state if there’s any interaction. For the EM field in interaction
with a Dirac spinor field, for example, the vacuum state for the EM
field with the Dirac spinor field traced out should be a mixed
deformation of the free field vacuum state, which <i>is</i> pure. Haag’s
theorem, after all, insists that the interacting vacuum sector must not
be unitarily equivalent to the free vacuum sector."</span><br />
<br />
I first noticed this kind of structure about 15 years ago: with a much less pretty derivation it can be found discussed in my <a href="https://www.sciencedirect.com/science/article/abs/pii/S0375960105002550" target="_blank">Phys.Lett. A338 (2005) 8</a>, <a href="https://arxiv.org/abs/quant-ph/0411156">https://arxiv.org/abs/quant-ph/0411156</a>, with the succinct title, <span class="title-text">"A
succinct presentation of the quantized Klein–Gordon field, and a
similar quantum presentation of the classical Klein–Gordon random field</span>". That <i>succinct presentation</i> has been my slowly evolving companion ever since, with the derivation given above, which I can imagine being many, many impenetrable pages in a textbook QFT formalism, part of that evolution.Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0tag:blogger.com,1999:blog-31300067.post-40347174614903484042019-02-05T08:04:00.001-05:002019-02-05T08:04:53.728-05:00"Lost in Math" - a review in perspectiveSabine Hossenfelder's <a href="https://www.amazon.com/Lost-Math-Beauty-Physics-Astray/dp/0465094252" target="_blank">"Lost in Math"</a> is an enjoyable and worthwhile read. Supersymmetry (SUSY) and String Theory and various aspects of Quantum Gravity and Cosmology get healthy doses of criticism, but from my perspective the book is interesting more for revealing how little attention even such a critique of particle physics can give to the two aspects of Quantum Mechanics and Quantum Field Theory that I think are most important, and for the springboard it provides to discuss them:<br />
<ol>
<li>our understanding of the relationship between CM and QM, and more specifically and necessarily between classical fields and quantum fields; and</li>
<li>our understanding of quantum fields in the face of the mathematical ill-definedness of the theory, which requires that we regularize and renormalize integrals to give finite numbers.</li>
</ol>
My review, therefore, is a review of the few times Sabine comments on these two issues. Quite a number of reviews of everything else can be found elsewhere.<br />
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First up, here's a summary, on page 209, that mentions both aspects above, the measurement problem and renormalization, and Sabine also admits that she actually does want a helping of beauty in her math when she's doing some physics:<br />
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Sabine's response to Xiao-Gang Wen's Qubit Lattice Theory is initially <i>very</i> negative, which I suppose is because there's only a bare minimum of mathematical beauty in it, but she gets over it a little when she understands that Xiao-Gang is trying to avoid renormalization. This is one of only two mentions of that dirty math question, on pages 192-3 (for the other, see below):<br />
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George Ellis addresses the measurement problem, which I read as being about fields, which maybe it isn't, but it makes me happy to think so, on page 217:<br />
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All of Chapter 6 is given over to the interpretation of QM (with, I think, essentially no mention, as George Ellis promised, of the measurement problem for QFT, despite Lost in Math being decidedly a QFT book), which explicitly considers this selection:</div>
<ul>
<li>Copenhagen</li>
<li>Qubism</li>
<li>de Broglie-Bohm</li>
<li>Many-worlds</li>
<li>Collapse</li>
</ul>
There's also what I think is an eminently reasonable discussion of the shut-up-and-calculate approach, which she does partly by using a conversation with Chad Orzel. Sabine ends with what seems a rather pessimistic summary:<br />
<ul>
<li>"Quantum mechanics works great, but many physicists complain that it's unintuitive and ugly.</li>
<li>Intuition can be built by experience, and quantum mechanics is a fairly young theory. Future generations may find it more intuitive.</li>
<li>In the foundations of quantum mechanics too, it is unclear what is the actual problem that requires a solution.</li>
<li>Maybe understanding quantum mechanics is just harder than we thought."</li>
</ul>
This doesn't say anything more than many have been saying for decades, that a new idea is required, which in a moment I will suggest is best provided by understanding an old idea ...<br />
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On page 29, Sabine notes that the unification of Heisenberg and Schrödinger was a big deal. That was done by Dirac and others pointing out that both are Hilbert space formalisms in which measurements are represented by operators:<br />
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So if one wanted to unify classical and quantum mechanics, a natural suggestion would be to present Classical Mechanics in a Hilbert space formalism, which was done by Koopman in 1931, and see just how close or how different CM and QM are, <i>in detail</i>. It turns out that one can construct isomorphisms both between the state spaces and between the operator spaces that represent measurements, so that if one has a measurement theory that one can live with for CM, the same measurement theory will work for QM (conversely, if you don't have anything you like for QM, the situation for CM is arguably just as bad.)<br />Now I'm gonna bang a drum. For these, see <a href="https://arxiv.org/abs/1901.00526">arXiv:1901.00526</a> (which is more elementary) and <a href="https://arxiv.org/abs/1709.06711">arXiv:1709.06711</a> (which discusses random fields and quantum fields, so it's harder math: also, assuming I can accommodate a referee's comments in the next two weeks, a version of this will appear in Physica Scripta in due course.) Sorry, but such a good story is barely to be found anywhere else, however you'll find in those two papers some references to some of the Koopman-von Neumann work by others, which has been slowly taking off since about 2000. Perhaps one of those references will excite you more than my own attempt to make the math as clear as I can.</div>
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On pages 156-7, we have this beauty, which is never expanded upon, but we will use it here to jump into a discussion of the relationship between random fields and quantum fields:<br />
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Yes, that's warm! Chaos in this kind of loose discussion is as much about whether the initial conditions are hot or cold, or if we think about the question in a more detailed way, it could be about the spectrum of measured values of the system at a given time or of statistics of measurements. Chaos used loosely is not different from noise used loosely. In any case, chaos/noise is not formless, there's mathematics we can do, including but not only statistics, to describe different kinds of chaos/noise. If we can modulate the chaos/noise, we can use it to send signals, to do other useful stuff, and generally we can think of everything we can do with it as signal analysis and signal processing.<br />
The simplest mathematics we can use to construct powerful models of noise is a random variable and a probability distribution. More than that, we will want to model the chaos in different places, for which we use an indexed set of random variables, F<sub>a</sub>, F<sub>b</sub>, F<sub>c</sub>, ..., which is usually called a random field. The a, b, c, ... can be anything that indicates what it is that is measured, including as many details about the different components of measurement apparatuses as are necessary for a full description.<br />
Suppose we measure F<sub>a</sub>, F<sub>b</sub>, F<sub>c</sub>, ... in intergalactic space, at the same place at one hour intervals. There's noise, so we won't measure the same value every time: assuming the results are all numbers, we can present the measurement results, when we have enough of them, in a bar graph and calculate mean values, the standard deviation, and other statistics. In an operator formalism, as in <a href="https://arxiv.org/abs/1901.00526">arXiv:1901.00526</a>, we can write the mean values as ρ(F<sub>a</sub>), ρ(F<sub>b</sub>), ρ(F<sub>c</sub>), ..., correlation functions as the mean values of products such as ρ(F<sub>a</sub>F<sub>b</sub>), and we can measure the mean values of any sums of products of the F<sub>a</sub>, F<sub>b</sub>, F<sub>c</sub>, ..., up to any degree, ρ(F<sub>a</sub>F<sub>b</sub>F<sub>c</sub>F<sub>d</sub>F<sub>e</sub>F<sub>f</sub>⋅⋅⋅). All this is either classical or quantum, so far, depending on structural details.<br />There is a special idealized <i>state</i>, which is what we call ρ(⋅⋅⋅), the <i>Gaussian</i> state, for which ρ(F<sub>a</sub>)=0, ρ(F<sub>a</sub>F<sub>b</sub>)=M(a,b), and all the higher functions can be written as a function of the matrix entries M<sub>ij</sub>=M(a<sub>i</sub>,a<sub>j</sub>), where we've given numbers to the a=a<sub>1</sub>,b=a<sub>2</sub>,c=a<sub>3</sub>, ..., and where the whole matrix M must be a positive semi-definite matrix. With this, we can construct a Hilbert space (using what is called the GNS-construction, after Gelfand-Naimark-Segal), which, if we make the a, b, c, ... and the M(⋅⋅⋅,⋅⋅⋅) just right, as in <a href="https://arxiv.org/abs/1709.06711">arXiv:1709.06711</a>, can be either a random electromagnetic field or a quantized electromagnetic field, and we can construct isomorphisms between both the states and the measurements. <br />
Warming up to it yet?<br />
<br />
A Gaussian state is called a free quantum field in QFT. Interactions modify a Gaussian state, which is as idealized as a spherical cow, to be something different, closer to whatever the measured values are in that intergalactic place, closer to the real cow. Those measured values are whatever they are, and whatever theoretical ideal state we introduce has to come usefully close to matching them. Feynman integrals, and the regularization and renormalization scheme that makes them give finite values, give us one way to generate values for an idealized state ρ(F<sub>a</sub>F<sub>b</sub>F<sub>c</sub>F<sub>d</sub>F<sub>e</sub>F<sub>f</sub>⋅⋅⋅), with lattice QFT giving us another way (slightly less ugly than Xiao-Gang's Qubit Lattice Theory, but not by much, IMO), but since 1950 we have barely looked for an alternative to using an ill-defined Lagrangian density to describe how states should be different from the Gaussian state: time not exactly wasted, but we could have done more. It's comforting to think that virtual particles cause interactions between particles, but we could learn to love and intuitively use a different generating system for nontrivial states in a decade or two.<br />
Sabine is very far indeed from being the only modern physicist not to care much about renormalization, but if she had interviewed Paul Dirac 40 years ago, she would have had more material than the few quotes on page 32 and have been more reluctant to say after two paragraphs, almost casually, "despite Dirac's disapproval, quantum electrodynamics is still part of the foundations of physics". She would have had an extra chapter about renormalization, and for me it's sad that she doesn't.<br />
<br />
How, then, are we to avoid those infinities that have to be regularized and renormalized? We want a way to construct generating functions for an idealized state that gives us values for ρ(F<sub>a</sub>F<sub>b</sub>F<sub>c</sub>F<sub>d</sub>F<sub>e</sub>F<sub>f</sub>⋅⋅⋅) that are worth having for practical engineering. Since the 1950s, the starting point for this kind of thinking has been the Wightman axioms, which we can present, adapted from Rudolph Haag's book <i>Local Quantum Physics</i>, as:<br />
<ul>
<li>A Hilbert space <span style="font-family: Georgia, "Times New Roman", serif;"><i>H</i></span> supports a unitary representation of the Poincar é group; there is a unique Poincar é invariant vacuum state, of lowest energy.</li>
<li>Quantum fields are operator-valued distributions, linear maps from a measurement description space (the a, b, c, ...) into operators F<sub>a</sub>, F<sub>b</sub>, F<sub>c</sub>, ... in a <span style="font-size: x-small;">🟉</span>-algebra <i><span style="font-family: Georgia, "Times New Roman", serif;">A</span></i>.</li>
<li>Quantum fields support a nontrivial representation of the Poincaré group.</li>
<li>Microcausality: commutativity at space-like separation (no faster-than-light signalling).</li>
<li>Completeness: the action of the quantum field is irreducible (that is, states must be pure).</li>
<li>Time-slice axiom (the state now determines the future state).</li>
</ul>
The mentions of the Poincaré group and of microcausality are empirically quite well justified, but at least three of these constraints are blatantly <i>a priori</i>, introduced more to make the math work nicely than to make the math physically useful: (1) that the vacuum state should be of lowest energy (<span style="font-size: x-small;">thermal equilibrium does not satisfy this axiom</span>); (2) that the F<sub>a</sub>, F<sub>b</sub>, F<sub>c</sub>, ... must be <i>linear</i> functionals of the a, b, c, ... (<span style="font-size: x-small;">classically, ρ(F<sub>a</sub>F<sub>b</sub>) can be understood to be an F<sub>a</sub> response to an F<sub>b</sub> modulation, which would not be expected to be linear in both a and b</span>); and (3) completeness (<span style="font-size: x-small;">again, a thermal equilibrium does not satisfy this axiom, but also, if <i>any</i> degrees of freedom are traced out, which dark matter and dark energy are, the resulting state is a mixed state: we can, for example, usefully measure just the electromagnetic field, only inferring some aspects of, but not explicitly measuring, electric currents</span>). One consequence of removing the second, linearity, can be found in <a href="https://arxiv.org/abs/1507.08299">arXiv:1507.08299</a>, though I think I might construct this paper in a somewhat different way now than I did four years ago. Others of these axioms could also be weakened or changed, perhaps even one or more might have to be strengthened to make the resulting system a better engineering tool: whatever must be done to allow us to match the experimental values must be done. The three changes above already give us a plethora of models to characterize and to check off against nature.<br /><br />I should be clear that I'm not a good enough mathematician to do what I want to do (or, at least, it takes me a very long time to do it). John Baez is, however, so you can go for a look at how he's been constructing functors, in a series of blog posts, between a restricted category of classical mechanical systems and a restricted category of quantum mechanical systems:<br /><br /><span>
<li>
<a href="https://johncarlosbaez.wordpress.com/2018/12/01/geometric-quantization-part-1/" target="_blank">Part 1</a>: the mystery of geometric quantization: how a quantum state space is a special sort of classical state space.
</li>
<li><a href="https://johncarlosbaez.wordpress.com/2018/12/26/geometric-quantization-part-2/" target="_blank">Part 2</a>: the structures besides a mere symplectic manifold that are used in geometric quantization.
</li>
<li><a href="https://johncarlosbaez.wordpress.com/2018/12/27/geometric-quantization-part-3/" target="_blank">Part 3</a>:
geometric quantization as a functor with a right adjoint,
‘projectivization’, making quantum state spaces into a reflective
subcategory of classical ones.
</li>
<li><a href="https://johncarlosbaez.wordpress.com/2018/12/28/geometric-quantization-part-4/" target="_blank">Part 4</a>: making geometric quantization into a monoidal functor.
</li>
<li><a href="https://johncarlosbaez.wordpress.com/2018/12/30/geometric-quantization-part-5/" target="_blank">Part 5</a>: the simplest example of geometric quantization: the spin-1/2 particle.
</li>
<li><a href="https://johncarlosbaez.wordpress.com/2019/01/01/geometric-quantization-part-6/" target="_blank">Part 6</a>:
quantizing the spin-3/2 particle using the twisted cubic; coherent
states via the adjunction between quantization and projectivization.
</li>
<li><a href="https://johncarlosbaez.wordpress.com/2019/01/08/geometric-quantization-part-7/" target="_blank">Part 7</a>:
the Veronese embedding as a method of ‘cloning’ a classical system, and
taking the symmetric tensor powers of a Hilbert space as the
corresponding method of cloning a quantum system.
</li>
<li><a href="https://johncarlosbaez.wordpress.com/2019/01/21/geometric-quantization-part-8/" target="_blank">Part 8</a>: cloning a system as changing the value of Planck’s constant.
</li>
</span></div>
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<br /><span>Lovely! And completely out of my league: you can see me try to make a connection with his work in the comments, and fail and be batted down. I was sad😧! But I also think his approach is over-complicated: in all that formal structure you might not notice that he's constructing a new type of solution to the measurement problem. I also really hope he does field theories eventually, but he hasn't yet gotten to them.</span></div>
Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com4tag:blogger.com,1999:blog-31300067.post-67611816891987031642018-09-15T10:54:00.000-05:002018-09-15T10:55:17.057-05:00Aftermath of an hour with Carlton Caves<br />
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On Thursday I had the privilege of an hour with Carlton Caves, who will need no introduction for anyone who is even a little immersed in the Quantum Information/Computation/... literature. As the introduction to his talk to the Yale Quantum Institute on Friday, yesterday, had it, Carlton Caves is a theoretician who crosses the divide into experiment very productively. Dwelling on his talk briefly, the first half of which was a review of black hole detection as it is, so that the second half could discuss the injection of squeezed light into the apparatus as a way to improve the signal response to gravitational waves. For me, put much too briefly, this is quantum noise engineering, which I loosely construe as why he expressed himself "keen" to see me after I cold called him a week ago (with subject line "Your visit to YQI next Friday, 14th September"):<br />
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<a href="about:invalid#zClosurez" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img alt="" border="0" height="416" 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" width="640" /></a>Anyone who has followed my two-steps-forward-one-step-back progress <a href="https://www.facebook.com/peter.w.morgan.98" target="_blank">on Facebook</a> will recognize my hopeless heart-on-sleeve approach, which I am apparently unable to kick, even at age 61. He also mentioned that he had written a paper with Mankei Tsang a few years back, so of course I wrote back, trying as usual to make him think I'm a fool, enterprisingly misspelling Mankei's name as a first step, and telling him that I know nothing about the other thing he suggested he would like to talk about, quantum chaos,<br />
<img alt="" height="424" 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" width="640" /><br />
I started this story with the happy ending that despite my best efforts we did meet. I took the first slot of two solid days of meetings with other people at YQI. It seemed to me to go really well, unless he was only being polite in making sure he had 1709.06711 safely squirreled away and saying a few nice things along the way, so of course there has to be a followup e-mail to make it as sure as possible that nothing good will come of it:<br />
<img alt="" height="128" src="data:image/png;base64,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" width="640" /><br />
The attachments mentioned are now on Google Drive, <a href="https://drive.google.com/open?id=1L7h09qBfj7Lo-z3whRouvly9ChgdcOu7" target="_blank">11 pages with a Wightman Fields focus</a> and <a href="https://drive.google.com/open?id=18H5rzW845C2vz6_KCXcKpwqkfD55P8Us" target="_blank">58 pages that is perhaps a <i>little</i> more accessible</a> (pages 54-55 are the two pages from this that I mention above). So now I have the joy of waiting, but also, more constructively but more difficult, of editing my "<a href="https://arxiv.org/abs/1709.06711" target="_blank">Classical states, quantum field measurement</a>" to reflect what I learned from this. What I call a "random field" of comeasurable observables is rather similar to what has long ago been given the name <i>Quantum NonDemolition</i> (QND) <i>observable</i>, and even more so to what Tsang's & Caves' <a href="https://arxiv.org/abs/1203.2317" target="_blank"><b><span style="font-size: small;">Evading quantum mechanics</span></b></a> calls a <i>Quantum Mechanics-Free Subsystem</i> (QMFS):<br />
<img alt="" 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" /><br />
They're working with quantum optics —or with the quantized free electromagnetic field, as I prefer to call it—, so we have a common starting point, but amongst the many things I fondly imagine of my work is that my presentation is so beautiful that it can't be immediately useful, in contrast to the rather extreme ugliness of almost all quantum optics that is practically always useful. Carlton tells me that their paper now gets about 15 citations per year, so it's a marginal but known quantity in quantum optics. I recommend their paper for its own sake, but also, of course, because this is my blog, as an alternative lead-in to what my <i>Classical states, quantum field measurement</i> tries to do —if you tried to understand my paper on its own terms but failed, let me know if trying to understand it through the quantum optics route works better for you.Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0tag:blogger.com,1999:blog-31300067.post-3134827880550939472018-01-31T07:04:00.001-05:002018-01-31T07:04:26.126-05:00v3 of "Classical States, Quantum Field Measurement"I've posted a new version of <a href="https://arxiv.org/abs/1709.06711">https://arxiv.org/abs/1709.06711</a> to the arXiv. Much has changed, not least the addition of "Appendix A: Classical mechanics to quantum mechanics: poissonification". We've lived with <i>quantization</i> as the way of getting from classical physics to quantum physics for 90 years, but <i>poissonification</i> is different, in particular because the Correspondence Principle doesn't apply, which changes a lot of how we might think about Quantum Mechanics in future. [<span style="font-size: x-small;">Naming things can be a awkward business: <a href="https://www.google.com/search?q=poissonization">poissonization</a> is already used for something rather different.</span>]<br />
Really crucial is the recognition that classical measurement (in the
Hamiltonian formalism) is not just about functions on phase space, it is
also about eigenvalues of operators that generate transformations,
which are constructed using the Poisson bracket (especially see the
Zalamea reference) and which generate a non-commutative algebra of operators.<br />
<br />
What is not said about the paper in its abstract is that it demystifies QM by constructing a way in which we can take quantum fields to be classical random fields —effectively to be a sophisticated classical signal processing formalism—, which dissolves the Measurement Problem (insofar as classical statistical physics does not itself have a measurement problem) and makes superposition and entanglement classically natural, at the cost of a limited nonlocality that is already implicit in QM whenever we use state projection operators.<br />
What has to be admitted, however, is that whereas the construction for the electromagnetic field is quite straightforward, and even its interpretation seems fairly clear cut, for the quantized Dirac spinor case not so much. The construction is OK as far as it goes, but there are constraints in the Dirac case for which I'd say I do not have an adequate account.<br />
<pre wrap="">\\
<a href="https://arxiv.org/abs/1709.06711">https://arxiv.org/abs/1709.06711</a>
From: Peter Morgan
Date: Wed, 20 Sep 2017 03:35:27 GMT (8kb)
Date (revised v2): Fri, 29 Sep 2017 17:47:29 GMT (12kb)
Date (revised v3): Mon, 29 Jan 2018 19:25:56 GMT (20kb)
Title: Classical states, quantum field measurement
Authors: Peter Morgan
Categories: quant-ph hep-th math-ph math.MP
Comments: v3: 13 pages. Reorganized. v2: 6 pages. Additional calculations
License: <a href="http://arxiv.org/licenses/nonexclusive-distrib/1.0/">http://arxiv.org/licenses/nonexclusive-distrib/1.0/</a>
\\
The Hilbert spaces of the quantized electromagnetic field and of the quantized Dirac spinor field are constructed using classical random fields acting on a vacuum state, allowing a classical interpretation of the states of the respective quantum theories. For the quantized Dirac spinor field, the Lie algebra 𝓓 of global-U(1) invariant observables can be constructed as a subalgebra of a bosonic raising and lowering algebra, 𝓓⊂𝓑, and the usual vacuum state over 𝓓 can be extended (here, trivially) to act over 𝓑.
\\</pre>
<br />Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com2tag:blogger.com,1999:blog-31300067.post-21714176479917150332017-09-20T00:02:00.003-05:002017-09-21T10:01:32.071-05:00I've just posted a new paper to the ArXiv, "Classical states, quantum field measurement", which comes out of a math bender I've been on for about the last month. I'll be coming out of that, hopefully. When I'm in that state, ideas come and go so fast that I lose track of them, but almost all of them turn out to be nonsense, so there's really no need to keep track. I make so many mistakes, I've seen ideas I've thought absolutely solid crash and burn because of sign errors, or conceptual misunderstandings, or really anything that can go wrong, that I now always prefix anything with "if I haven't made any mistakes". Sometimes I only realize after a few years what every physicist knows. But this paper feels a little different. Something really dropped out that's simple enough (in a mathematician's sense of simple), just a few lines, the whole paper's only 4 pages, that if I've made a mistake there's not many places for it to hide. Either on Saturday or Sunday, so this is really much too soon to feel confident, I tried something and it worked spectacularly.<br />
<br />
So what does this paper do? One of the problems in trying to understand quantum field theory is that "quantized Dirac spinor fields" (otherwise called "fermion fields", they're what we use to describe matter in contrast to electromagnetism) are a <i>lot</i> different from classical physics. This paper kinda fixes that, it makes fermion fields look almost as classical as a 19th Century physicist could wish it to be. Not quite, because one doesn't and one doesn't want to get rid of 90 years of history, but if physicists understand it and I've made not too many mistakes, and hopefully no big mistakes, there'll be some change.<br />
<br />
So what does this paper do? Enough of the hand waving! The things (operators) that come out of a Dirac field that correspond to what we can measure are the constituents of what is called a Lie algebra; there are other operators that don't correspond to anything we can measure, a bigger algebra that is the heart of what is a lot different about fermion fields, but they're so necessary to the way the theory is constructed that they've really been thought part of the whole package. This paper introduces a new way to construct the same Lie algebra of observables, but using different, almost, very nearly, really all but classical tools to do it. Once a mathematician sees the few lines that set this up, and if they also accept the embedding of the Lie algebra of observables into the new big Lie algebra, really a whole lot becomes possible. Even if it comes to nothing, there's something about having a new perspective that makes everything never the same again. In the light of the new bigger algebra, that old bigger algebra looks a lot more sensible.<br />
<br />
I doubt anyone here will want it, but I can't give a link to the paper on the ArXiv until this evening. The abstract is<br />
<blockquote class="tr_bq">
<span style="color: #274e13;">Manifestly Lorentz covariant representations of the algebras of the quantized electromagnetic field and of the observables of the quantized Dirac spinor field are constructed that act on Hilbert spaces that are generated using classical random fields acting on a vacuum state, allowing a comparatively classical interpretation of the states of the theory.</span></blockquote>
so that's fun. [Added September 21st, <a href="https://arxiv.org/abs/1709.06711">https://arxiv.org/abs/1709.06711</a>.]Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com1tag:blogger.com,1999:blog-31300067.post-25178275399599348382017-08-30T11:33:00.000-05:002017-08-30T11:33:20.550-05:00This is something of a placeholder, a way to cite a construction that I think deserves to be known widely that I put into an otherwise deservedly unpublished paper, <a href="https://arxiv.org/abs/1211.2831">https://arxiv.org/abs/1211.2831</a>.<br />
So, three images from that paper, the last being the only bibliographical reference needed (and very general it is):<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi8oeWPAjuWnoB3iyAwLCfAEruvCDI-FJ3z9aVEgBdX3VjSNOce7qZTcYXvKr97Vvut81BCanABckO53VmSoijRMAWW2PBYIIeu1DouMSnm8U1W7scqasz6OVOAyweK_Tia4nqC/s1600/Capture3.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="25" data-original-width="619" height="15" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi8oeWPAjuWnoB3iyAwLCfAEruvCDI-FJ3z9aVEgBdX3VjSNOce7qZTcYXvKr97Vvut81BCanABckO53VmSoijRMAWW2PBYIIeu1DouMSnm8U1W7scqasz6OVOAyweK_Tia4nqC/s400/Capture3.JPG" width="400" /></a></div>
The point of this is just that it contrasts with the usual way of talking about summing amplitudes over all possible trajectories, forward and backward in time without limit. The Lagrangian can be said to fix a deformation of the differential equation that is satisfied by the free field. Not to discount taking a path-integral understanding of the Lagrangian seriously as well, as a contrasting point of view, but we can take the interacting field to be constructed as a complex of free field operators that is purely contained in the backward light-cone of a given point. We can think of the action of the interacting field as a consequence of interference between a carefully weighted infinite sea of free field components that is isolated in the backward light-cone of <i>x</i>; or we can think of it as just doing what has to be done to make it <i>look like</i> there's something complicated at <i>x</i>; or ... .<br />
Everything here can be said to follow from the action of the interaction Lagrangian on the free quantum field by time-ordered commutation being effectively the same as the action of the same expression on the free classical field by time-ordered Poisson bracket, in the sense that the same differential equation is satisfied by the interacting quantum field and by the interacting classical field --- up to the usual worries about renormalization.Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0tag:blogger.com,1999:blog-31300067.post-10188986141326413372017-04-29T14:42:00.000-05:002017-04-29T14:42:14.070-05:00Quantum measurement and Free WillJohn Bell invoked Free Will for experimenters as part of a derivation of inequalities that would have to be satisfied by classical relativistic models\cite[Bell, Chapter 12], a modification of an earlier stipulation that experimental choices should be "at the whim of experimenters"[Bell, Chapter 7].<br />
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He more pragmatically requires that the experimenters' choices should be ``effectively free for the purpose at hand'', which suggests some consideration of just how free that might be in the context of quantum measurement.</div>
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Consider Alice and Bob running two ends of an experiment. Alice and Bob each have to choose a random sequence of 0s and 1s. If either of them chooses 0 <i>too</i> often or 1 <i>too</i> often, we have to restart the data collection. They're also not allowed to have <i>too</i> many 0000 sequences, <i>too</i> many 01101110 sequences, et cetera; they have to satisfy all the tests <a href="http://csrc.nist.gov/groups/ST/toolkit/rng/stats_tests.html">here</a>, say, within some pre-agreed limits. They're not allowed to look at the statistics of their past choices to make sure that they don't break any of the rules. A typical experiment might need Alice and Bob each to generate a sequence that contains a few hundred million 0s and 1s that can be certified after the event to be random enough. Furthermore, without conferring, the two lists must not be correlated, again within some pre-agreed limit. Hard to do. Alice and Bob don't seem to be very free at all. Every individual 0 or 1 can be freely chosen, but the statistics are constrained.</div>
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Alice and Bob in practice farm out the job either to random number generators or to photon detectors driven by light <a href="https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.118.060401">from stars 600 light years away</a> (<a href="https://arxiv.org/abs/1611.06985">arXiv here</a>). No Free Will required.</div>
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I don't have much problem with Bell-EPR experiments these days, but the seemingly pervasive idea that Free Will plays a significant part in the discussion seems unsupportable.</div>
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The discussion above hints at the stochastic nature of the constraints on Free Will. Suppose that Alice and Bob are both friends of Wigner. They agree that Wigner can construct quantum mechanical models of their brains that predict the statistics of their choices, which is checked while they practice choosing a list that contains millions of random numbers, millions of times. If quantum theory is truly universal, this is just hard to do, even <i>very</i> hard, but it's not in principle impossible. This model doesn't constrain Alice and Bob's Free Will, it just describes where their Free Will has brought them to. If Alice and Bob include observations of stars 600 light years away to decide their 0 and 1 choices, then Wigner has to include a quantum mechanical model of the light from those stars that is accurate enough to describe the statistics of Alice's and Bob's lists. A quantum mechanical model describes the statistics of Alice's and Bob's choices about as much as would a classical stochastic model.</div>
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Bell J S 1987 Speakable and unspeakable in quantum mechanics (Cambridge: Cambridge University Press).</div>
Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0tag:blogger.com,1999:blog-31300067.post-20450441134558770602017-04-06T21:12:00.000-05:002017-04-06T21:12:59.870-05:00I'll do a bit of catching up on newish news. After a conversation with our daughter, I posted a video to YouTube, <a href="https://www.youtube.com/watch?v=frSL-BJTh90">https://www.youtube.com/watch?v=frSL-BJTh90</a>, that makes a blunt point about quantum mechanics:<br />
<blockquote class="tr_bq">
<h2 class="watch-title-container">
<b><span style="font-weight: normal;"><span class="watch-title" dir="ltr" id="eow-title" title="Quantum Mechanics: Event Thinking">Quantum Mechanics: Event Thinking</span></span></b></h2>
<div id="watch-uploader-info">
<strong class="watch-time-text">Published on Feb 18, 2017</strong></div>
To
save time, watch the last five seconds, where I write down the word
that this is in part a polemic against. That word appears in almost
every interpretation of quantum mechanics. In this video, I talk about
how to think about quantum mechanics as about events instead of using
that word. This isn't a full–blown interpretation of quantum mechanics
in 4'26", but it's a way of thinking that I find helpful. Something can
be taken from this way of thinking without knowing anything about
quantum mechanics, but inevitably the more math you know already the
more you'll pick up on nuances (and, doubtless, know why you disagree
with many of them).</blockquote>
Thinking about quantum mechanics as about events helps a little, but thinking of quantum field theory as a formalism for doing signal analysis is better, if you can get to that level of mathematics.<br />
<br />
Adding a little more thinking in terms of events, imagine that we have a black box that puts out a continuous zero voltage on an output wire, but occasionally something happens inside the box so that the voltage rises sharply to some non-zero voltage for a very short period of time, then the voltage equally sharply returns to zero. We set up a clock so that whenever the voltage rises the time is sent to a computer's memory.<br />
When we put our event black box into a dark room at 20℃ we see events every now and then; if we change the temperature, the statistics of the events changes a little. Imagine we have a different kind of black box, which has a power cable into it, but no output, however when we introduce this box and turn on its power, the statistics of the events from the first box change, so we call the new kind of box a <i>source</i> of events. If we move the source black box to a different place, the statistics of the events change.<br />
If we have a number of event black boxes, we can do more sophisticated statistics, including correlations between when events happen. Then we can introduce multiple source black boxes and other apparatus, such as lenses, prisms, <a href="https://en.wikipedia.org/wiki/Waveplate">waveplates</a>, polarizers, crystals, etc., and see what changes there are in the statistics.<br />
After many decades, we would have a quite comprehensive list of how statistics change as we change many aspects of the geometrical arrangement of source black boxes, event black boxes, and other apparatus. We would find that how the statistics change obey various equations as we move the pieces around. Eventually we would find that there are different kinds of source black boxes, which affect different kinds of event black boxes differently, and we would characterize the different ways that changes of the geometry change the statistics of the events.<br />
One thing that would soon become clear is that event black boxes cause statistics associated with other event black boxes to change. We'd like to have event black boxes that cause other statistics to change as little as possible, but we'd be disconcerted to discover that there's a limit to how much we can reduce the changes that an event black box will cause in the statistics of other black boxes' events.<br />
<br />
To return to the real world, which already knew about the electromagnetic field, electrons, atoms, before anyone thought of recording times of events so systematically, there was already a lot of knowledge about different kinds of sources, much of which had to be unlearned when quantum mechanics came along. When we use just light, the equations are provided by quantum optics. There are different equations if we use different types of source black boxes. We know what type of source black box we are using because the statistics change differently as we change the geometry. A lot of the work of quantum mechanical experiment is to characterize newly invented source black boxes using event black boxes we have already characterized with other sources carefully enough that we can use the new source black box to characterize newly invented event black boxes.<br />
<br />
The altogether too difficult question is "what is there between the source black boxes and the event black boxes?" The instrumentalist is quite certain that it doesn't matter, all we need to know is how the statistics change. As I said in the last post, there are so many possibilities that it's worth not worrying about what's between too much so we can do other things. Not quite the old-timers "shut up and calculate", more "we can do some fun stuff until such time as there's something it's useful to say for the sake of doing even more fun stuff". There is, inevitably, a lingering thought that if we better <i>understood</i> what is between we could do more fun stuff, but the regularities will be the same whether we understand or not.<br />
Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0tag:blogger.com,1999:blog-31300067.post-10510052142397612702017-04-05T15:37:00.000-05:002017-04-05T15:37:13.846-05:00Seven years laterSeven years away from this blog. The biggest change is that I've mostly reconciled myself to quantum theory, which would have been a surprise to me seven years ago but seems quite natural to me now. The name of the blog is probably not as appropriate as it was, but whatever.<br />
<br />
Why that change? Mostly because there are so many ways to have something "under" quantum theory. "Stochastic superdeterminism" is possible, faster-than-light can't be ruled out if it has only limited effects at large scales, neither can a myriad of GRW-type or de Broglie-Bohm-type approaches (if one is generous about a few things). All of them are somewhat weird, but how are Buridan's ass and I to choose? Moreover, the statistics of the regularities of nature are the same either way, which will not kill me any faster whether they have something one might call an explanation or not.<br />
<br />
In any case, by now I'm mostly happy to say that "<i>quantum field theory is a signal processing formalism</i>". Modern physics comes down to recording in a computer as much as we can fit into a reasonable amount of memory. A typical electrical signal could be recorded as an average voltage every trillionth of a second (a terabyte per second, say), but we don't do that because we don't have enough memory, so we save a very lossily compressed signal, perhaps, and quite commonly, as just the times when the signal changed from a low voltage to a high voltage (which might be only a few kilobytes per second). For that to be possible, we have to engineer the hardware so that the electrical signal does make transitions consistently from one voltage to another, and so that a timer is triggered to send the time to computer memory when the transition happens. The records in computer memory are what have to be modeled and perhaps explained by a quantum theoretical model. Where things get tricky is making those models as easy to use as possible. Specifically, we'd like to use quantum theory for reliable everyday engineering, we don't want to have to spend years figuring out how to make some new piece of apparatus work, so there's a kind of simplicity required. Physicists and engineers have all sorts of rules of thumb that work pretty well for relating new experimental apparatus to quantum theoretical models, and I've become more happy than I was to say that's OK, though knowing everything you need to know about quantum optics alone has become a lot.<br />
<br />
Enough for now. Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com1tag:blogger.com,1999:blog-31300067.post-11512959032290712672010-05-30T20:48:00.001-05:002012-10-24T08:42:10.346-05:00Uniqueness, similarity, difference.Adam Frank, at NPR, in his post <span style="font-size: small;"><a href="http://www.npr.org/blogs/13.7/2010/05/30/127274522/things-ideas-and-reality-what-persists">Things, Ideas And Reality: What Persists?</a></span>, prompted the response below (which can also be found as a comment there).<br />
<blockquote>
There is only uniqueness. Everything is different. Then comes noticing that things are similar. An apple is different from another apple; an apple is different from an orange, but they are both fruit. People are all different, but they are all people. Abstraction is the process of noticing and using similar beginnings to predict when we will come to similar outcomes. Noticing differences is essential to know when there may be unexpected turns, and then it is useful to notice similarities amongst differences.<br />
<br />
Science deals only with reproducible, similar events, it can say nothing about anything that is unique. Insofar as everything is absolutely unique, Science can say nothing about the world, absolutely, but insofar as we notice similarities, Science is very useful. If the similarities are only in our imagination, the "true objective world" is as tenuous, or as solid, as our imagination.<br />
<br />
Insofar as theory is capable, we can imagine ways both to use and test that capability.</blockquote>
This was also prompted by a conversation at dinner on Friday night with a Episcopal minister who is wife to a colleague of my wife. Science finds similarities that are very useful, but it cannot touch anything that is unique. <i>If</i> everything <i>is</i> unique, then, without taking away from remarkable success, Science makes contact with the world of measure zero. Also, we might think that there is no separation of one thing from another.Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com5tag:blogger.com,1999:blog-31300067.post-39200551893390373222010-05-01T08:02:00.000-05:002012-10-24T08:42:49.465-05:00Group identification and the Tea Partiers?This is a comment, a long way down, on a Slacktivist post,<br />
<h3 class="entry-header">
<a href="http://slacktivist.typepad.com/slacktivist/2010/04/empathy-and-epistemic-closure">Empathy and epistemic closure</a></h3>
It's hard to know what my title should be, but here's my comment: <br />
<br />
I think you're arguing that if we support each other, and consider what's best for other people as much as what's best for us, we will all make it. All 6, 8, 10, 12, 15 billion people, and every animal and plant, will go on into the cooperative future.<br />
<br />
But suppose you believe that everything's going to hell. You believe that there are too many people on the earth. If you believe, deep down, that we're not all going to make it, empathy is a real problem. You start hardening yourself, preparing for riots and chaos, deciding who you will and won't support. Deciding which group gives you the best chance of survival, of making it through. Make that decision, and that group accepts you as one their own, then you're committed to that survival strategy. The closer you think the riots are, the more you can't back out, the more you have to go along if the beliefs of the group you've decided is your survival strategy start to make no sense. The more you're committed to that group as your only chance of survival, the more you want to make it strong and purge it of anything that might make it weak. Groups within the group emerge. Of course the riots and chaos are dealt with by a fundamental concept, "the end-times", which goes close to one-to-one with environmental disaster, but gives it meaning, of a sort.<br />
<br />
Is this "stupid"? Much has been made above of "smart people can deal with complex understandings", but the bandying about of "stupid" is just the opposite. If environmental disaster leads to a good approximation of the end-times, with only a few million people left alive in the US, 50 million across the world, say, then on the liberal gold-standard of meaning, evolution, it is arguable that it is who is left who will not be stupid, as a matter of definition. Can we be sure that only empathic people will be left? Or does it seem more of those who will be left will be people who have decided to harden themselves to outsiders, but to cooperate fiercely within their little group?<br />
<br />
If there come to be riots and chaos, smart liberals may find themselves defending their own. By writing this comment, I suppose I can't call myself a smart liberal, but since I have residual empathy, Good Luck.Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com2tag:blogger.com,1999:blog-31300067.post-39348459032478534452010-03-07T07:53:00.000-05:002012-10-24T08:43:10.614-05:00Algebra in Wonderland<span style="font-size: small;"></span><br />
<h1>
<span style="font-size: small;"><a href="http://www.nytimes.com/2010/03/07/opinion/07bayley.html">Algebra in Wonderland</a></span></h1>
<h1>
<span style="font-size: small;"><span style="font-weight: normal;">Since I was an mathematics undergraduate at Christ Church, Oxford, from 1975-78, Charles Dodgson has inevitably had a certain fascination, albeit one I haven't pursued. This New York Times article tells me things I probably ought to have known already. Charles Dodgson seems to have been rather the curmudgeon, but it's not clear from this article whether he had a spark as a mathematics tutor or whether he escaped from his students as much as he could. Teaching a thousand 19th Century mathematics undergraduates brilliantly would probably not make a hundredth of the cultural impact that Alice in Wonderland has made, however.</span></span></h1>
Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0tag:blogger.com,1999:blog-31300067.post-15061145919385523742010-03-05T10:54:00.001-05:002012-10-24T08:43:32.173-05:00Modulation of a random signalPartly thanks to <a href="http://scienceblogs.com/builtonfacts/">Built on Facts</a>, where can be found a post about "<span style="font-size: small;"><a href="http://scienceblogs.com/builtonfacts/2010/03/hearing_the_uncertainty_princi.php" id="a146689">Hearing The Uncertainty Principle</a>", and partly because analyzing the datasets of Gregor Weihs' experiment (</span><span class="list-identifier"><a href="http://arxiv.org/abs/quant-ph/9810080" title="Abstract">arXiv:quant-ph/9810080</a></span><span style="font-size: small;">, but it's good to look at his thesis as well), I suggested there that we can say that </span>"QFT is about modulation of a random signal", in contrast to a common signal processing approach, in which we talk about modulation of a periodic signal.<br />
<blockquote>
Comment #9 more-or-less repeats what I said in my #3 (the part where I say "There is no quantum noise/fluctuations in your post, and there's none in the paper I cite above, so there's no Planck constant, which is, needless to say, a big difference."), but then goes on to something conventional, but unsupportable, "when you look for the QM particle, you will only find it in one (random) location". No to that. When you insert a high gain avalanche photodiode somewhere in an experiment, (1) changing the configuration of the experiment <i>will</i> cause interference effects in other signals; (2) the avalanche photodiode signal will from time to time (by which I mean <b>not</b> periodically) be in the avalanche state (for the length of time known as the dead time). The times at which avalanche events occur will in some cases be correlated with eerie precision with the times at which avalanche events occur at remote places in the apparatus. Although it's entirely conventional to say that a "particle" causes an avalanche event in the avalanche photodiode, that straightjackets your understanding of QFT, and is, besides, only remotely correct if you back far away from any lingering classical ideas of what a "particle" is that aren't explicitly contained in the mathematics of Hilbert space operators and states.<br />
Try saying, instead, "QFT is about modulation of a random signal". The post more-or-less talks about modulation of a periodic signal, but we can also talk about modulation of a Lorentz invariant vacuum state. If we use probability theory to model the vacuum state (we could also use stochastic processes, but that's a different ballgame), the mathematics is raised a level above ordinary signals, in the sense that we have introduced probability measures over the linear space of ordinary signals, as a result of which the tensor product emerges quite naturally.</blockquote>
For me, Matt Springer's posts are somewhat variable, perhaps because he's attempting to keep it simple, which as we know is one of the hardest things to attempt, but he hits the spot often enough to remain interesting. For my comment #3, see his post.<br />
<br />
The eeriness of the correlations of the times at which avalanche events happen in avalanche photodiodes that I mention above is pretty extreme in Gregor Weihs experiment and others like it. There's a central parametric down conversion apparatus that feeds two fiber optic cables that are 500 meters long, which at the speed of light is equivalent to about 1600 nanoseconds.When an avalanche photodiode is set up at the two remote ends of the two 500 meter fiber optic cables, about 1/20th of the time avalanche events happen <b>within 1 nanosecond of each other</b>. Compared to 1600 nanoseconds. The other 19/20ths of the time, there's not much of a match. We can plot the avalanche events that match within 200 nanoseconds from 2 seconds of Gregor Weihs data: <br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiZi4SoIdJ-l5-euIeBOri7xOwDjmaEtfXUtD0HgGlDLstnoUWZ97I4MUzZpiEdibKlC893mr_3Tb27ZRy3oC7RurNBnRrB_BD9XQfKWneZGS2Gl9sZiQmODoCF4FBuq4F7weG-/s1600-h/longdist35-Alice+-200ns.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="307" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiZi4SoIdJ-l5-euIeBOri7xOwDjmaEtfXUtD0HgGlDLstnoUWZ97I4MUzZpiEdibKlC893mr_3Tb27ZRy3oC7RurNBnRrB_BD9XQfKWneZGS2Gl9sZiQmODoCF4FBuq4F7weG-/s640/longdist35-Alice+-200ns.png" width="640" /></a></div>
<br />
In this plot, there's some additional information, which shows, at "Alice"'s end of the experiment, which direction an electromagnetically controlled polarization device was set at (0 or 90 degrees is one setting, 45 or 135 degrees is the other setting, which is switched at random, but on average every few hundred nanoseconds), and in which of two avalanche photodiodes there was an avalanche event (in effect choosing between 0 or 90 degree polarization or choosing between 45 or 135 degree polarization).<br />
<br />
There are lots of events within about 1 nanosecond, there is a small excess of events that have a match within about 20 nanoseconds, then the rest are distributed evenly. Beyond the 200 nanosecond extent of this plot, the time difference between events in "Alice"'s and "Bob"'s avalanche photodiodes that match most closely are just as uniformly distributed as here, out to a difference of about 20000 nanoseconds, then there's a slightly decreasing density, until all 9711 [<b>edit</b>: this number of events happened in the first <b>1/4</b> second, multiply by 8, more-or-less, for the number of events in 2 seconds] of the times of avalanche events in Alice's data are within 120,000 nanoseconds of some avalanche event in Bob's data. The graph below shows how close each of Alice's events is to the closest event in Bob's events in the same 2 second fragment of the dataset [<b>edit</b>: the graph is in fact for the first quarter second of data from the same run. The general features are unchanged]:<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjquhldmQYR_2oJ0miecqp4_s2v6gyXPGMGZf0TGUsSt-Ymx_WqYtg09PeVbQ2BT1yi7NMg6Ba0lwDCXqnvXgNwClxxMZ5tuvHCpZHLvsBBwT1IXt7WxouECoS6SCbMtJWERCdY/s1600-h/longdist35-tdplot.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="544" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjquhldmQYR_2oJ0miecqp4_s2v6gyXPGMGZf0TGUsSt-Ymx_WqYtg09PeVbQ2BT1yi7NMg6Ba0lwDCXqnvXgNwClxxMZ5tuvHCpZHLvsBBwT1IXt7WxouECoS6SCbMtJWERCdY/s640/longdist35-tdplot.png" width="640" /></a></div>
There are about 500 hundred of Alice's events that are so close to events in Bob's events that they don't show on the graph, then most of Alice's events are, fairly uniformly, within a time difference of about 2e-5 (=20,000 nanoseconds). The graph is steep at the far right because there are very few of Alice's events that are so separated in time from any of Bob's events.<br />
<br />
Trying to make some sense of large amounts of data, with good dollops of muddy randomness thrown in! <i style="font-family: Times,"Times New Roman",serif;">Modulations of a random signal.</i>Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0tag:blogger.com,1999:blog-31300067.post-89430948253450449912010-02-25T17:17:00.000-05:002012-10-24T08:43:52.190-05:00A response to a videoI posted the comment below at <span style="font-size: small;"><a href="http://news.discovery.com/space/the-poetry-of-science.html">The Poetry of Science (which is on Discovery News).</a></span><br />
This is a theme! Scientists are trying to circle the wagons because of ClimateGate and the general perception that Science has got presentation problems. I think circling the wagons is not a good strategy.<br />
<br />
<blockquote>
Great poetry is more often not lovely. Do the video again showing how lovely are the ways that Science helps the US help Iraqis and Afghanis. Perhaps adopt the style of <a href="http://www.warpoetry.co.uk/owen2.html" mce_href="http://www.warpoetry.co.uk/owen2.html">Wilfrid Owen's Anthem for doomed Youth</a>.<br />
<br />
<br />
I worry that this kind of thing doesn't step outside preaching to the converted. Lovely places are lovely without Science telling us how to turn them into something else, whether abstractly, into a theoretical idealization, or concretely, into a parking lot. Do we implicitly say, as Scientists, that there is no beauty without understanding? Worse, is there any untouched beauty?<br />
<br />
Abrogating everything beautiful and awesome in the world to Science is an unwarranted pretension. It is also a denial that understanding everything that is ugly or inconsequential is certainly also the subject of Science. When what is ugly seems to be the fault of the technological and industrial use of Science, such denial is culpable, and there are many who cry bitterly at the power of Science to change the world. The double standard seems almost always seen through by everyone except Scientists. Is it as it appears, that we claim credit wherever Science does good but reject blame for enabling others to be uncaring, rapacious, or evil?<br />
<br />
There are the usual sincerely meant nods to the humility of Science in this video, but exactly how Science constructively critiques its past successes is subtle enough that this claim looks only ingratiating. That a critique is only allowed to be constructive should be honestly admitted to be self-serving --- without this constraint on critique, Science would presumably soon be dead, right? --- but it's just what Science does, for as long as people see Science to be beneficial. The continued existence of Science as a highly structured pattern of behavior depends on a flow of entropy no less than do the people who depend on Science </blockquote>
Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com1tag:blogger.com,1999:blog-31300067.post-52318083839388059472010-02-22T16:40:00.001-05:002012-10-24T08:44:08.704-05:00Is Science a "meme"?I'm interested in the first tangent on the Forum Thread <a href="http://www.centerforinquiry.net/forums/viewthread/6829/">question about “Natural Phenomenon”</a> of whether Science is a meme.<br />
<br />
The idea that the "methods of science" are empirically successful, or that "Science" is empirically successful, is premature. The usefulness of Science and its methods is also questionable, on a long <i>enough</i> time frame, and depending on what you consider <i>success</i>. The methods of Science and the technological use of its product, Scientific theories, have arguably allowed exponential population growth and exponential increase of resource use over the last couple of Centuries, so over that time frame one can say fairly clearly that Science is a successful meme. The real question, however, is whether the human race will wipe itself out in the next hundred years or in the next thousand years or not. If we do, Science, insofar as we take it to be characteristic of us relative to other animals, is a pretty poor meme. Perhaps 20 generations. Hopeless.<br />
<br />
Science has been subjected to a number of challenges to its value, but one of the most damning was Rachel Carson's "Silent Spring". Scientists were shown not to have understood more than a small part of the consequences of the technological and industrial use of Science. The ripples of disbelief that Science is necessarily a good thing are reflected every time a Scientist decries Global Warming and is ignored. One can say that it is technology's and industry's use of Science that is at fault, and more broadly that it is the individuals in society that are at fault for wanting washing machines, TVs, cheaply manufactured food, ..., but splitting the whole system up in that way is beside the point. Indeed, the reductionist move of saying that Science is a useful meme, war is a bad meme, ..., misses that it is the whole system that is under the knife at every moment. We cannot do much more than guess how the system will evolve, but we make wild statements about what is good or bad.Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com6tag:blogger.com,1999:blog-31300067.post-59967828083827386932010-02-11T15:05:00.001-05:002012-10-24T08:45:46.480-05:00Three changes to 'Comment on "A glance beyond the quantum model" 'As a result of correspondence with Miguel Nevascués, I have communicated three changes to <i>Proc. Roy. Soc. A</i>,<br />
<ul>
<li>to include an acknowledgment, "I am grateful for very helpful correspondence with Miguel Nevascués";</li>
<li>to change the first sentence of the Summary so that it does not make two incorrect claims about the aims of NW's paper, so that it would read "“A glance beyond the quantum model” uses a modernized Correspondence Principle that begins with a discussion of particles, whereas in empirical terms particles are secondary to events.";</li>
<li>to change one sentence in my concluding paragraph to say "Navascués’ and Wunderlich’s paper requires comment where something less ambitious would have gone unchallenged", saying "comment" instead of saying "a vigorous condemnation", which I can hardly believe I wrote.</li>
</ul>
Miguel's comments were indeed very helpful. There are other changes I would like to make to my Comment, but I will only think about making them if, against likelihood, the referees recommend acceptance with changes.<br />
<br />
For anyone reading this who hasn't submitted papers to journals, waiting for the acceptance or rejection letter is hard work, with an inhuman time-scale that is usually months but can be much shorter, depending on the vicissitudes of referees' schedules and whims. So every time an e-mail arrives from the time a paper is submitted, for several months, it may be the dreaded rejection. It's easier if you're relatively sure you've hit a sweet spot of conventional ideas that you feel sure most Physicists will get, but then the paper is perhaps not close enough to the edge to be more than a little interesting.Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0tag:blogger.com,1999:blog-31300067.post-30476231995210208962010-02-11T14:11:00.001-05:002012-10-24T08:46:02.508-05:00The Copenhagen Interpretation and thoughts that arise.Notification e-mails are wonderful, particularly when they bring a table of contents for Studies in History and Philosophy of Modern Physics. I found the highlight this month to be James R.Henderson's "Classes of Copenhagen interpretations: Mechanisms of collapse as typologically determinative", which classifies some of the versions of the Copenhagen Interpretation quite nicely, in terms of a class of four Physicists, Bohr, von Neumann, Heisenberg, and Wheeler. Henderson is nicely careful to say that each of these four has a view of CI that has spawned its own industry of claims about what each of the big names really said and meant.<br />
The citation is: <i>Studies in History and Philosophy of Modern Physics</i> <b>41</b> (2010) 1–8.<br />
<br />
Henderson's very clear presentation points out for me the way in which the discussion so much starts with QM and tries to construct classical physics from it, because QM is supposed to be better and more fundamental than the old classical mechanics. As indeed it is, but when discussing foundations it's perhaps better not to start with such a strong assumption. Starting, conversely, from a purely classical point of view, discrete events can be taken as thermodynamic transitions, without any causal account for why they happen (that being the nature of thermodynamics, in contrast to statistical mechanics), so that Heisenberg's or Wheeler's records are the given experimental data, from which unobserved causes might be inferred. There's no question of there being a philosophically based measurement problem in this view, because there is so far no such thing as QM, there are just records in an experimenter's notebook or computer memory.<br />
<br />
If we start from the recorded data that comes from an experiment, the question is how we come to have QM? The fundamental issue is that we have to split the world into two types of pieces, pieces that we will model with operators <span style="font-family: Arial,Helvetica,sans-serif;">S</span><span style="font-size: xx-small;">i<span style="font-size: small;">, which ordinarily we call states, and pieces that we will model with operators <span style="font-family: Arial,Helvetica,sans-serif;">M</span><span style="font-size: xx-small;">j</span>, which ordinarily we call observables or measurement operators. When we record a number <span style="font-family: Arial,Helvetica,sans-serif;">V</span><span style="font-size: xx-small;">ij</span> when we use the piece of the world that we model with the operator </span></span><span style="font-family: Arial,Helvetica,sans-serif;">S</span><span style="font-size: xx-small;">i</span><span style="font-size: xx-small;"><span style="font-size: small;"> with the piece of the world that we model with the operator </span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">M</span><span style="font-size: xx-small;">j</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;">, we write the equation </span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">V</span><span style="font-size: xx-small;">ij</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;">=Trace[</span></span><span style="font-family: Arial,Helvetica,sans-serif;">S</span><span style="font-size: xx-small;">i</span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"> M</span><span style="font-size: xx-small;">j</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;">]. When we've got a few hundred or million such numbers</span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"> V</span><span style="font-size: xx-small;">ij</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;">, we solve the few hundred or million simultaneous nonlinear equations for </span></span><span style="font-family: Arial,Helvetica,sans-serif;">S</span><span style="font-size: xx-small;">i</span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"><span style="font-family: Times,"Times New Roman",serif;"> and </span>M</span><span style="font-size: xx-small;">j<span style="font-family: Times,"Times New Roman",serif; font-size: small;">.</span></span></span></span><br />
<br />
<span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;">This is a little strange, because QM is supposed to be a linear theory, but these are nonlinear equations --- if we know what the measurement operators should be <i>a priori</i>, we would have a set of linear equations for the states, and <i>vice versa</i> if we know what the states should be <i>a priori</i>, but it's <b>not</b> clear that we know either <i>a priori</i>, so in fact and in principle we have a nonlinear system of equations to solve. In practice, we solve these nonlinear equations iteratively, alternately as linear equations for the set of states, guessing what the measurement operators are, so that after a while we know what the states we are using are (a process often known as characterization), and then as linear equations for the measurement operators, but this is just an approximation method for solving a system of nonlinear equations.</span></span></span></span><br />
<br />
<span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;">Also peculiarly, the dimensions of the state and measurement operators are not determined, except by experience. In quantum optics there are some choices of experimental data for which it is enough to use 2-dimensional matrices to get good, useful models, but sometimes we have to introduce higher dimensional matrices, sometimes even infinite dimensional matrices, which is rather surprising given that we only have a finite number of numbers </span></span></span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">V</span><span style="font-size: xx-small;">ij</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;">. Indeed, given any finite set of experimental results, QM is not falsifiable, because we can always introduce a higher dimensional matrix algebra or set of abstract operators, so we can always solve the equations </span></span></span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">V</span><span style="font-size: xx-small;">ij</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;">=Trace[</span></span><span style="font-family: Arial,Helvetica,sans-serif;">S</span><span style="font-size: xx-small;">i</span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"> M</span><span style="font-size: xx-small;">j</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;">]</span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;">.</span></span></span></span><br />
<br />
<span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;">Instead of solving the equations </span></span></span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">V</span><span style="font-size: xx-small;">ij</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;">=Trace[</span></span><span style="font-family: Arial,Helvetica,sans-serif;">S</span><span style="font-size: xx-small;">i</span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"> M</span><span style="font-size: xx-small;">j</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;">]</span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;">, we can minimize the distance between </span></span></span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">V</span><span style="font-size: xx-small;">ij</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;"> and Trace[</span></span><span style="font-family: Arial,Helvetica,sans-serif;">S</span><span style="font-size: xx-small;">i</span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"> M</span><span style="font-size: xx-small;">j</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;">]</span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;">, using whatever norm we think is most useful. With this modification, we introduce an interesting question: what dimensionalities give us good models? We might find that 2-dimensional matrices give us wonderfully effective models even for millions of data points, in which case we might be tempted not to introduce higher dimensional matrices. Higher dimensionality will certainly allow greater accuracy, a smaller distance between the data and the models, but it may not be worth the trouble. </span></span></span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;"> If we find that some matrix dimensions work very well indeed for a given class of experiments, however, we are tempted to think that the world is that way, even though a better model that we haven't discovered yet may be possible.</span></span></span></span><br />
<span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;"><br />
</span></span></span></span><br />
<span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;">This is far from being all of QM. We can also introduce transformations that can be used to model the effect of intermediate pieces of the world, so that we effectively split the world into more than two pieces, and we can introduce transformations that model moving pieces of the world relative to each other instead of introducing different operators for different configurations.</span></span></span></span><br />
<span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;"><br />
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<span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;">The point, I suppose, is that this is a very empirical approach to what QM does for us. There is a fundamental critique that I think QM in principle may not be able to answer, which is that when we use a piece of the world </span></span></span></span><span style="font-family: Arial,Helvetica,sans-serif;">S</span><span style="font-size: xx-small;">1</span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;"> with two pieces of the world </span></span></span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">M</span><span style="font-size: xx-small;">1</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;"> and </span></span></span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">M</span><span style="font-size: xx-small;">2</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-size: xx-small;"><span style="font-family: Times,"Times New Roman",serif; font-size: small;">,</span></span></span></span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"></span></span></span> one after the other, we cannot be sure that the piece of the world that we model using <span style="font-family: Arial,Helvetica,sans-serif;">S</span><span style="font-size: xx-small;">1</span> is not changed, so we appear to have no warrant for using the same <span style="font-family: Arial,Helvetica,sans-serif;">S</span><span style="font-size: xx-small;">1</span> in two equations, <span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">V</span><span style="font-size: xx-small;">11</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;">=Trace[</span></span><span style="font-family: Arial,Helvetica,sans-serif;">S</span><span style="font-size: xx-small;">1</span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"> M</span><span style="font-size: xx-small;">1</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;">]</span></span> and <span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;">V</span><span style="font-size: xx-small;">12</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;">=Trace[</span></span><span style="font-family: Arial,Helvetica,sans-serif;">S</span><span style="font-size: xx-small;">1</span><span style="font-size: xx-small;"><span style="font-size: small;"><span style="font-family: Arial,Helvetica,sans-serif;"> M</span><span style="font-size: xx-small;">2</span></span></span><span style="font-size: xx-small;"><span style="font-size: small;">]. We can say that we can use the same operator in the two different experimental contexts as a pragmatic matter, which we have to do to obtain a set of equations that we can solve for the states and measurement operators, but ultimately everything surely interacts with everything else, indeed QM is more insistent about this than is classical Physics, so as a matter of principle we cannot use the same operator, we cannot solve the equations, and we cannot construct ultimately detailed QM models for experimental apparatuses.</span></span><br />
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<span style="font-size: xx-small;"><span style="font-size: small;">Finally, this way to construct QM does not explain much. For that we have to introduce something between the preparation apparatus and the measurement apparatus. The traditional way of talking is in terms of particle trajectories, but that can only be made to work by introducing many prevarications, the detailed content of which can be organized fairly well in terms of path integrals. An alternative, random fields, a mathematically decent way to bring probability measures and classical fields into a single structure, is the ultimate topic of this blog.</span></span>Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com7tag:blogger.com,1999:blog-31300067.post-57062941570572210602010-02-09T07:17:00.001-05:002012-10-24T08:46:21.650-05:00<pre wrap="">This is just a geeky "wow!" post. The engineering side of graphene is starting to really move along. Solid State is just going from strength to strength, while foundations, particle physics, etc., struggles away.</pre>
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<pre wrap="">Special issue on Graphene
A F Morpurgo and B Trauzettel
2010 Semicond. Sci. Technol. 25 030301 (1p)
Abstract: <a class="moz-txt-link-freetext" href="http://www.iop.org/EJ/abstract/-alert=2643/0268-1242/25/3/030301">http://www.iop.org/EJ/abstract/-alert=2643/0268-1242/25/3/030301</a>
Full text PDF: <a class="moz-txt-link-freetext" href="http://www.iop.org/EJ/article/-alert=2643/0268-1242/25/3/030301/sst10_3_030301.pdf">http://www.iop.org/EJ/article/-alert=2643/0268-1242/25/3/030301/sst10_3_030301.pdf</a>
Since the revolutionary experimental discovery of graphene in the year 2004, research on this new two-dimensional carbon allotrope has progressed at a spectacular pace. The impact of graphene on different areas of research-- including physics, chemistry, and applied sciences-- is only now starting to be fully appreciated.
There are different factors that make graphene a truly impressive system. Regarding nano-electronics and related fields, for instance, it is the exceptional electronic and mechanical properties that yield very high room-temperature mobility values, due to the particular band structure, the material `cleanliness' (very low-concentration of impurities), as well as its stiffness. Also interesting is the possibility to have a high electrical conductivity and optical transparency, a combination which cannot be easily found in other material systems. For other fields, other properties could be mentioned, many of which are currently being explored. In the first years following this discovery, research on graphene has mainly focused on the fundamental physics aspects, triggered by the fact that electrons in graphene behave as Dirac fermions due to their interaction with the ions of the honeycomb lattice. This direction has led to the discovery of new phenomena such as Klein tunneling in a solid state system and the so-called half-integer quantum Hall effect due to a special type of Berry phase that appears in graphene. It has also led to the appreciation of thicker layers of graphene, which also have outstanding new properties of great interest in their own right (e.g., bilayer graphene, which supports chiral quasiparticles that, contrary to Dirac electrons, are not massless). Now the time is coming to deepen our knowledge and improve our control of the material properties, which is a key aspect to take one step further towards applications.
The articles in the Semiconductor Science and Technology Graphene special issue deal with a diversity of topics and effectively reflect the status of different areas of graphene research. The excitonic condensation in a double graphene system is discussed by Kharitonov and Efetov. Borca et al report on a method to fabricate and characterize graphene monolayers epitaxially grown on Ru(0001).
Furthermore, the energy and transport gaps in etched graphene nanoribbons are analyzed experimentally by Molitor et al. Mucha-Kruczynski et al review the tight-binding model of bilayer graphene, whereas Wurm et al focus on a theoretical description of the Aharonov-Bohm effect in monolayer graphene rings. Screening effects and collective excitations are studied by Roldan et al.
Subsequently, Palacios et al review the electronic and magnetic structures of graphene nanoribbons, a problem that is highly relevant for graphene-based transistors. Klein tunneling in single and multiple barriers in graphene is the topic of the review article by Pereira Jr et al, while De Martino and Egger discuss the spectrum of a magnetic quantum dot in graphene. Titov et al study the effect of resonant scatterers on the local density of states in a rectangular graphene setup with metallic leads. Finally, the resistance modulation of multilayer graphene controlled by gate electric fields is experimentally analyzed by Miyazaki et al. We would like to thank all the authors for their contributions, which combine new results and pedagogical discussions of the state-of-the-art in different areas: it is this combination that most often adds to the value of topical issues. Special thanks also goes to the staff of Institute of Physics Publishing for contributing to the success of this effort.</pre>
Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0tag:blogger.com,1999:blog-31300067.post-31004904613242289422010-02-02T09:01:00.000-05:002012-10-24T08:46:43.091-05:00Measurement has happened when the data has been written somewhere?A somewhat whimsical definition of measurement that I posted on Physics Forums yesterday, which I like enough for a moment to post here as well:<br />
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I prefer interpretations that take a measurement to have occurred only when a number has been written in a computer memory. Then a paper can be submitted to Physics Review Letters that says, "the raw measurement data (100MB) is available on a CD on request," and goes on to describe the statistical computations that were done using that data to show how well the data matches up with a proposed quantum mechanical model for the experiment. That sets the standard for measurement as "a PRL paper", in contrast to setting the standard for measurement as something like "it's in my head", or "it's in the head of someone who has a Ph.D" (which is a John Bell joke). I might be OK with a PRD paper as an arbiter of whether a measurement happened, for example, but perhaps not with a JMathPhys paper. Endless fun can be had deciding which journals' imprimatur is OK.</blockquote>
As well as being somewhat facetious, this is a rather instrumental definition, but it captures what the experimental data is moderately well. If one doesn't have this data, it rests on the experimenter's word that they did an experiment at all, let alone that the results are what they say they are in a 4 page PRL. The data might be written in a lab book, but given the millions or billions of data points typically generated by experiments that record individual events, it seems unlikely that the data will not be written by computer.<br />
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It's to be hoped that the raw measurement data will include all the data about the geometrical configuration of the experimental apparatus, and details of what materials were used in each part of the apparatus, and how they were prepared, that are sufficient to enable the experiment to be repeated. Every bit of calibration data for parts of the apparatus should be in there, too. An experimentalist ultimately only has to provide enough to persuade another experimentalist that the experiment was done well and could be reproduced, and every single number and aborted try that didn't work might not be recorded, but the more the merrier. A record of the meaning of whatever numbers are recorded is of course also important.<br />
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A detailed record of when and where events occurred in the thermodynamically nontrivial parts of the experimental apparatus allows us to discover what correlations occurred in the data after the event, always acknowledging that if we look at the data in enough different ways we will certainly find accidental correlations that look significant. Weihs et al., <i>Phys. Rev. Lett.</i> <b>81</b>, 5039 (1998), "Violation of Bell’s Inequality under Strict Einstein Locality Conditions", is a pretty good example of what can be done in the way of data reporting. A significant part of the data can be obtained from him, and Gregor Weihs' PhD thesis gives lots of details (in German) about the experimental apparatus.Peterhttp://www.blogger.com/profile/08654675777726560464noreply@blogger.com0