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	<title>Comments on: Fields Medalist Symposium</title>
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	<description>Updates on my research and expository papers, discussion of open problems, and other maths-related topics.  By Terence Tao</description>
	<pubDate>Thu, 07 Aug 2008 21:37:56 +0000</pubDate>
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		<title>By: Machine Learning (Theory) &#187; How is Compressed Sensing going to change Machine Learning ?</title>
		<link>http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-2473</link>
		<dc:creator>Machine Learning (Theory) &#187; How is Compressed Sensing going to change Machine Learning ?</dc:creator>
		<pubDate>Tue, 19 Jun 2007 07:27:13 +0000</pubDate>
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		<description>[...] Tao, the recent Fields medalist, does a very nice job at explaining the framework here. He goes further in the theory description [...]</description>
		<content:encoded><![CDATA[<p>[...] Tao, the recent Fields medalist, does a very nice job at explaining the framework here. He goes further in the theory description [...]</p>
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		<title>By: Infinite Reflections &#187; Blog Archive &#187; Terry Tao&#8217;s Career Advice and Prime Number Colloqium &#8230;</title>
		<link>http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-2011</link>
		<dc:creator>Infinite Reflections &#187; Blog Archive &#187; Terry Tao&#8217;s Career Advice and Prime Number Colloqium &#8230;</dc:creator>
		<pubDate>Sun, 10 Jun 2007 21:53:03 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-2011</guid>
		<description>[...] A more technical talk is  his Nilsequences and the primes  - (The lack of) hidden patterns in the prime numbers [Fields Medalists Symposium-  April 26, 2007 with Ben Green (Cambridge)] - [via his blog  here [...]</description>
		<content:encoded><![CDATA[<p>[...] A more technical talk is  his Nilsequences and the primes  - (The lack of) hidden patterns in the prime numbers [Fields Medalists Symposium-  April 26, 2007 with Ben Green (Cambridge)] - [via his blog  here [...]</p>
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		<title>By: Scott Carnahan</title>
		<link>http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-817</link>
		<dc:creator>Scott Carnahan</dc:creator>
		<pubDate>Sat, 05 May 2007 21:20:31 +0000</pubDate>
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		<description>I'm not an expert on renormalization, but my impression was that there is a space of Lagrangians, a space of renormalization prescriptions (basically perturbative Feynman path integral measures), and a way to combine a Lagrangian with a renormalization prescription to get a ``quantum field theory'', which is a family of Green's functions or generalized Wightman distributions.  The group of renormalizations is some infinite dimensional nonabelian nilpotent group that acts on both spaces (changing coupling constants, counterterms, etc), in a way that the resulting quantum field theory is fixed.  Finite dimensional orbits of this action on Lagrangians are called renormalizable.

I think Witten proposed the mass gap problem as a Clay prize problem in part because of its very nonperturbative nature.  He has mentioned in some articles that there is both theoretical and computational evidence that the mass gap is exponentially damped as coupling constants are taken to zero.  Since perturbative expanions are basically calculating in a formal neighborhood of zero, it sounds like they would be quite useless for this problem.</description>
		<content:encoded><![CDATA[<p>I&#8217;m not an expert on renormalization, but my impression was that there is a space of Lagrangians, a space of renormalization prescriptions (basically perturbative Feynman path integral measures), and a way to combine a Lagrangian with a renormalization prescription to get a &#8220;quantum field theory&#8221;, which is a family of Green&#8217;s functions or generalized Wightman distributions.  The group of renormalizations is some infinite dimensional nonabelian nilpotent group that acts on both spaces (changing coupling constants, counterterms, etc), in a way that the resulting quantum field theory is fixed.  Finite dimensional orbits of this action on Lagrangians are called renormalizable.</p>
<p>I think Witten proposed the mass gap problem as a Clay prize problem in part because of its very nonperturbative nature.  He has mentioned in some articles that there is both theoretical and computational evidence that the mass gap is exponentially damped as coupling constants are taken to zero.  Since perturbative expanions are basically calculating in a formal neighborhood of zero, it sounds like they would be quite useless for this problem.</p>
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		<title>By: Terence Tao</title>
		<link>http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-788</link>
		<dc:creator>Terence Tao</dc:creator>
		<pubDate>Thu, 03 May 2007 17:37:01 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-788</guid>
		<description>Dear Stevenm,

Thanks for the interesting comments.  Vaughan didn't mention any sort of random walks in his talk, but given that these things already show up in classical stochastic field theories I am not surprised that some version of them also shows up in QFTs.  As for the 4-dim QFTs, the sense I got from Richard was that the algebraic issues (working in the perturbative regime of formal power series) are reasonably well understood and on a fairly solid foundation, but all the analytic issues remain extremely difficult.  (As an analogy, one can easily construct "global" "solutions" to the Navier-Stokes equation from analytic initial data by a formal power series expansion (e.g. using Cauchy-Kowaleski), but without any convergence result on such formal power series, this formal power series sheds no light on the global regularity problem.)</description>
		<content:encoded><![CDATA[<p>Dear Stevenm,</p>
<p>Thanks for the interesting comments.  Vaughan didn&#8217;t mention any sort of random walks in his talk, but given that these things already show up in classical stochastic field theories I am not surprised that some version of them also shows up in QFTs.  As for the 4-dim QFTs, the sense I got from Richard was that the algebraic issues (working in the perturbative regime of formal power series) are reasonably well understood and on a fairly solid foundation, but all the analytic issues remain extremely difficult.  (As an analogy, one can easily construct &#8220;global&#8221; &#8220;solutions&#8221; to the Navier-Stokes equation from analytic initial data by a formal power series expansion (e.g. using Cauchy-Kowaleski), but without any convergence result on such formal power series, this formal power series sheds no light on the global regularity problem.)</p>
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		<title>By: stevenm</title>
		<link>http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-762</link>
		<dc:creator>stevenm</dc:creator>
		<pubDate>Wed, 02 May 2007 01:40:09 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-762</guid>
		<description>Thanks for taking the time to provide summaries of these interesting talks. In Jones' talk you mention he discusses the braid group and the Jones polynomial within the context of describing the dynamics of non-colliding points in the plane. I am wondering if he was referring to 'vicious walkers', which are Brownian motions or random walkers not allowed to intersect or which can annihilate when they meet. The probability densities for these types of random walks (for N particles) can be related to the partition function of a Chern-Simons theory on the 3-manifold $latex S^{3}$ with gauge group U(N). As regards the Jones polynomial and QFT, a beautiful and quite famous result that should perhaps be mentioned here is that of Witten who demonstrated  that the Jones polynomial has a
representation in terms of a topological quantum field theory, namely an non-abelian SU(2) Chern-Simons theory on a 3-manifold. In a sense, this result would also seem to be bridge between the talks of Jones and that of Borcherds on QFT. The problem mathematicians have with this construction of the Jones is the usual lack of a rigorous definition of the Feynman path integral measure, although for once the path integral here can actually be performed exactly. 

I always find it particularly fascinating when fields that at first seem unrelated turn out to have these tantalizing connections: the Jones connects with von Neumann algebras, statistical mechanics, braids etc. as you mentioned, but also with 3-dimensional topological quantum field theory. In molecular biology the Jones polynomial--and its generalisations like the HOMFLY polynomial, derivable from the SU(N) Chern-Simons--are also a potentially useful and powerful tool in classifying and identifying knotted states and topological properties of dna, polymers and enzymes; essentially 'biological strings'. But an SU(N) Chern-Simons theory can also be related to topological string theory in the large N limit. A lot of fascinating things and connections going on here. Incidently, did Borcherd mention anything about the hard problems of actually defining QFTs on 4-manifolds, specifically the Yang-Mills gauge theory, which of  course is a Clay problem?</description>
		<content:encoded><![CDATA[<p>Thanks for taking the time to provide summaries of these interesting talks. In Jones&#8217; talk you mention he discusses the braid group and the Jones polynomial within the context of describing the dynamics of non-colliding points in the plane. I am wondering if he was referring to &#8216;vicious walkers&#8217;, which are Brownian motions or random walkers not allowed to intersect or which can annihilate when they meet. The probability densities for these types of random walks (for N particles) can be related to the partition function of a Chern-Simons theory on the 3-manifold <img src='http://l.wordpress.com/latex.php?latex=S%5E%7B3%7D&amp;bg=ffffff&amp;fg=545454&amp;s=0' alt='S^{3}' title='S^{3}' class='latex' /> with gauge group U(N). As regards the Jones polynomial and QFT, a beautiful and quite famous result that should perhaps be mentioned here is that of Witten who demonstrated  that the Jones polynomial has a<br />
representation in terms of a topological quantum field theory, namely an non-abelian SU(2) Chern-Simons theory on a 3-manifold. In a sense, this result would also seem to be bridge between the talks of Jones and that of Borcherds on QFT. The problem mathematicians have with this construction of the Jones is the usual lack of a rigorous definition of the Feynman path integral measure, although for once the path integral here can actually be performed exactly. </p>
<p>I always find it particularly fascinating when fields that at first seem unrelated turn out to have these tantalizing connections: the Jones connects with von Neumann algebras, statistical mechanics, braids etc. as you mentioned, but also with 3-dimensional topological quantum field theory. In molecular biology the Jones polynomial&#8211;and its generalisations like the HOMFLY polynomial, derivable from the SU(N) Chern-Simons&#8211;are also a potentially useful and powerful tool in classifying and identifying knotted states and topological properties of dna, polymers and enzymes; essentially &#8216;biological strings&#8217;. But an SU(N) Chern-Simons theory can also be related to topological string theory in the large N limit. A lot of fascinating things and connections going on here. Incidently, did Borcherd mention anything about the hard problems of actually defining QFTs on 4-manifolds, specifically the Yang-Mills gauge theory, which of  course is a Clay problem?</p>
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		<title>By: Yi-Zhi Huang</title>
		<link>http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-759</link>
		<dc:creator>Yi-Zhi Huang</dc:creator>
		<pubDate>Tue, 01 May 2007 23:19:57 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-759</guid>
		<description>Vertex operator algebras are the algebras of meromorphic 
quantum fields on the sphere. Rartional conformal field 
theories on the sphere and on the torus have now been 
constructed mathematically using the representation theory 
of vertex operator algebras. The higher-genus case 
might be a little tedious but no fundamental difficulties
are expected. Indeed, in this construction, the Hilbert space
structure is the last step. Actually one can introduce the 
Hilbert space structure using a suitable inner product 
from the beginning but it is not very useful. 
What we need is a nice dense subspace of the Hilbert 
space constructed from representations of the vertex operartor 
algebra such that correlation functions on Riemann surfaces
associated to elements of this dense subspace
can be constructed. Then in the last step, one can use these 
correlation functions to give a topological completion 
(not the inner product completion) of 
the dense subspace and show that this completion is the 
same as the inner product completion. 

Now it is clear why the direct use of the Hilbert space might be 
difficult: We can look at the construction of the Hilbert 
space using correlation functions. These correlation functions
involve higher genus Riemann surface structure, but from the 
Hilbert space structure obtained from 
the inner product completion, we do not see anything 
about Riemann surfaces.</description>
		<content:encoded><![CDATA[<p>Vertex operator algebras are the algebras of meromorphic<br />
quantum fields on the sphere. Rartional conformal field<br />
theories on the sphere and on the torus have now been<br />
constructed mathematically using the representation theory<br />
of vertex operator algebras. The higher-genus case<br />
might be a little tedious but no fundamental difficulties<br />
are expected. Indeed, in this construction, the Hilbert space<br />
structure is the last step. Actually one can introduce the<br />
Hilbert space structure using a suitable inner product<br />
from the beginning but it is not very useful.<br />
What we need is a nice dense subspace of the Hilbert<br />
space constructed from representations of the vertex operartor<br />
algebra such that correlation functions on Riemann surfaces<br />
associated to elements of this dense subspace<br />
can be constructed. Then in the last step, one can use these<br />
correlation functions to give a topological completion<br />
(not the inner product completion) of<br />
the dense subspace and show that this completion is the<br />
same as the inner product completion. </p>
<p>Now it is clear why the direct use of the Hilbert space might be<br />
difficult: We can look at the construction of the Hilbert<br />
space using correlation functions. These correlation functions<br />
involve higher genus Riemann surface structure, but from the<br />
Hilbert space structure obtained from<br />
the inner product completion, we do not see anything<br />
about Riemann surfaces.</p>
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		<title>By: Not Even Wrong &#187; Blog Archive &#187; Various Events and Other News</title>
		<link>http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-739</link>
		<dc:creator>Not Even Wrong &#187; Blog Archive &#187; Various Events and Other News</dc:creator>
		<pubDate>Sun, 29 Apr 2007 20:57:42 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-739</guid>
		<description>[...] the Fields Medalist blogging front, there&#8217;s a report from Terry Tao about a symposium at UCLA where he and three other Fields medalists gave talks. He gives a detailed [...]</description>
		<content:encoded><![CDATA[<p>[...] the Fields Medalist blogging front, there&#8217;s a report from Terry Tao about a symposium at UCLA where he and three other Fields medalists gave talks. He gives a detailed [...]</p>
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		<title>By: Greg Kuperberg</title>
		<link>http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-723</link>
		<dc:creator>Greg Kuperberg</dc:creator>
		<pubDate>Sat, 28 Apr 2007 02:51:03 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-723</guid>
		<description>The symposium sounds very interesting, but it reminds of a quip that I made at a workshop that I attended not long ago.  The workshop had an informal lunch buffet -- I'm not sure that they even bothered with tablecloths -- and a group of us had picked a particular table.  I think that one Fields Medalist at the workshop (who shall remain nameless) was to eat with us.  But he lost track of that and sat down with the other Fields Medalist at the workshop (who shall also remain nameless) at another table.  So I said to the rest of the lunch party, "If it were only &lt;b&gt;one&lt;/b&gt; Fields Medalist, we could still ask him to come sit with us.   But since it's &lt;b&gt;two&lt;/b&gt; Fields Medalists, I think that we're outvoted." :-)

Anyway, to address the math question, yes, I believe that vertex operator algebras are intended as a axiomatization of a simplified part of  conformal field theory.  One of the simplifications is to restrict to CFT on a sphere with marked points, instead of surfaces with higher genus.  Monstrous moonshine is an example CFT which is constructed with a certain amount of symmetry (that of the Leech lattice) but is revealed to have more symmetry (that of the monster group).  It's not my area either, but I think that this is a fair summary of what I have been told.

However, there is a great variety of quantum field theories in the world, so that you can easily move far away from any one set of examples and still do quantum field theory.</description>
		<content:encoded><![CDATA[<p>The symposium sounds very interesting, but it reminds of a quip that I made at a workshop that I attended not long ago.  The workshop had an informal lunch buffet &#8212; I&#8217;m not sure that they even bothered with tablecloths &#8212; and a group of us had picked a particular table.  I think that one Fields Medalist at the workshop (who shall remain nameless) was to eat with us.  But he lost track of that and sat down with the other Fields Medalist at the workshop (who shall also remain nameless) at another table.  So I said to the rest of the lunch party, &#8220;If it were only <b>one</b> Fields Medalist, we could still ask him to come sit with us.   But since it&#8217;s <b>two</b> Fields Medalists, I think that we&#8217;re outvoted.&#8221; :-)</p>
<p>Anyway, to address the math question, yes, I believe that vertex operator algebras are intended as a axiomatization of a simplified part of  conformal field theory.  One of the simplifications is to restrict to CFT on a sphere with marked points, instead of surfaces with higher genus.  Monstrous moonshine is an example CFT which is constructed with a certain amount of symmetry (that of the Leech lattice) but is revealed to have more symmetry (that of the monster group).  It&#8217;s not my area either, but I think that this is a fair summary of what I have been told.</p>
<p>However, there is a great variety of quantum field theories in the world, so that you can easily move far away from any one set of examples and still do quantum field theory.</p>
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		<title>By: Terence Tao</title>
		<link>http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-718</link>
		<dc:creator>Terence Tao</dc:creator>
		<pubDate>Fri, 27 Apr 2007 20:06:13 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-718</guid>
		<description>Well, it's outside my field, so I can't really say, though Richard did tell me yesterday that he considers himself as having moved away from moonshine quite a bit, but perhaps this is only in regard to the focus of study, rather than the mathematical technology employed.  He did list vertex algebras and Verma modules of affine Kac-Moody algebras as examples of "Level 2" objects, though, in his talk.  (Verma modules of plain old Lie algebras are merely "Level 1" objects.)</description>
		<content:encoded><![CDATA[<p>Well, it&#8217;s outside my field, so I can&#8217;t really say, though Richard did tell me yesterday that he considers himself as having moved away from moonshine quite a bit, but perhaps this is only in regard to the focus of study, rather than the mathematical technology employed.  He did list vertex algebras and Verma modules of affine Kac-Moody algebras as examples of &#8220;Level 2&#8243; objects, though, in his talk.  (Verma modules of plain old Lie algebras are merely &#8220;Level 1&#8243; objects.)</p>
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		<title>By: Anon</title>
		<link>http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-717</link>
		<dc:creator>Anon</dc:creator>
		<pubDate>Fri, 27 Apr 2007 19:53:36 +0000</pubDate>
		<guid isPermaLink="false">http://terrytao.wordpress.com/2007/04/27/fields-medalist-symposium/#comment-717</guid>
		<description>&lt;blockquote&gt;
Richard is best known for his work in lattices and group theory, most notably in explaining the monstrous moonshine phenomenon, but in recent years he has moved to a completely different area of mathematics, namely mathematical quantum field theory (QFT)
&lt;/blockquote&gt;

Is monstrous moonshine really a completely different area? I was under the impression that vertex operators, infinite dimensional Grassmannians, and generalized Kac-Moody algebras arise naturally in conformal field theories, which are a baby version of QFT's proper. Indeed, as far as I am aware Borcherd's proof crucially relied on the no-ghost theorem from perturbative string theory.</description>
		<content:encoded><![CDATA[<blockquote><p>
Richard is best known for his work in lattices and group theory, most notably in explaining the monstrous moonshine phenomenon, but in recent years he has moved to a completely different area of mathematics, namely mathematical quantum field theory (QFT)
</p></blockquote>
<p>Is monstrous moonshine really a completely different area? I was under the impression that vertex operators, infinite dimensional Grassmannians, and generalized Kac-Moody algebras arise naturally in conformal field theories, which are a baby version of QFT&#8217;s proper. Indeed, as far as I am aware Borcherd&#8217;s proof crucially relied on the no-ghost theorem from perturbative string theory.</p>
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