Difference between revisions of "Colloquia"
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= Mathematics Colloquium = | = Mathematics Colloquium = | ||
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− | | | + | |Jan 10 |
− | | | + | |Thomas Lam (Michigan) |
− | |[[# | + | |[[#Thomas Lam (Michigan) |Positive geometries and string theory amplitudes]] |
− | | | + | |Erman |
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|- | |- | ||
− | | | + | |Jan 21 '''Tuesday 4-5 pm in B139''' |
− | | [ | + | |[http://www.nd.edu/~cholak/ Peter Cholak] (Notre Dame) |
− | |[[# | + | |[[#Peter Cholak (Notre Dame) |What can we compute from solutions to combinatorial problems?]] |
− | | | + | |Lempp |
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|- | |- | ||
− | | | + | |Jan 24 |
− | | [ | + | |[https://math.duke.edu/people/saulo-orizaga Saulo Orizaga] (Duke) |
− | | [[# | + | |[[#Saulo Orizaga (Duke) | Introduction to phase field models and their efficient numerical implementation ]] |
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− | | | + | |Jan 27 '''Monday 4-5 pm in 911''' |
− | | | + | |[https://math.yale.edu/people/caglar-uyanik Caglar Uyanik] (Yale) |
− | | | + | |[[#Caglar Uyanik (Yale) | Hausdorff dimension and gap distribution in billiards ]] |
− | | | + | |Ellenberg |
|- | |- | ||
− | | | + | |Jan 29 '''Wednesday 4-5 pm''' |
− | | | + | |[https://ajzucker.wordpress.com/ Andy Zucker] (Lyon) |
− | | | + | |[[#Andy Zucker (Lyon) |Topological dynamics of countable groups and structures]] |
+ | |Soskova/Lempp | ||
|- | |- | ||
− | | | + | |Jan 31 |
− | | | + | |[https://services.math.duke.edu/~pierce/ Lillian Pierce] (Duke) |
− | | | + | |[[#Lillian Pierce (Duke) |On Bourgain’s counterexample for the Schrödinger maximal function]] |
+ | |Marshall/Seeger | ||
|- | |- | ||
− | | | + | |Feb 7 |
− | | | + | |[https://web.math.princeton.edu/~jkileel/ Joe Kileel] (Princeton) |
− | | [[# | + | |[[#Joe Kileel (Princeton) |Inverse Problems, Imaging and Tensor Decomposition]] |
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|Roch | |Roch | ||
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− | | | + | |Feb 10 |
− | | | + | |[https://clvinzan.math.ncsu.edu/ Cynthia Vinzant] (NCSU) |
− | | | + | |[[#Cynthia Vinzant (NCSU) |Matroids, log-concavity, and expanders]] |
+ | |Roch/Erman | ||
|- | |- | ||
− | | | + | |Feb 12 '''Wednesday 4-5 pm in VV 911''' |
− | | | + | |[https://www.machuang.org/ Jinzi Mac Huang] (UCSD) |
− | | | + | |[[#Jinzi Mac Huang (UCSD) |Mass transfer through fluid-structure interactions]] |
+ | |Spagnolie | ||
|- | |- | ||
− | | | + | |Feb 14 |
− | | | + | |[https://math.unt.edu/people/william-chan/ William Chan] (University of North Texas) |
− | | | + | |[[#William Chan (University of North Texas) |Definable infinitary combinatorics under determinacy]] |
+ | |Soskova/Lempp | ||
|- | |- | ||
− | | | + | |Feb 17 |
− | | | + | |[https://yisun.io/ Yi Sun] (Columbia) |
− | + | |[[#Yi Sun (Columbia) |Fluctuations for products of random matrices]] | |
− | + | |Roch | |
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− | |Feb | + | |Feb 19 |
− | | | + | |[https://www.math.upenn.edu/~zwang423// Zhenfu Wang] (University of Pennsylvania) |
− | + | |[[#Zhenfu Wang (University of Pennsylvania) |Quantitative Methods for the Mean Field Limit Problem]] | |
− | + | |Tran | |
− | | | ||
− | | | ||
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|- | |- | ||
|Feb 21 | |Feb 21 | ||
+ | |Shai Evra (IAS) | ||
+ | |[[#Shai Evra (IAS) |Golden Gates in PU(n) and the Density Hypothesis]] | ||
+ | |Gurevich | ||
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|March 27 | |March 27 | ||
− | |( | + | |[https://max.lieblich.us/ Max Lieblich] (Univ. of Washington, Seattle) |
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|Boggess, Sankar | |Boggess, Sankar | ||
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|April 17 | |April 17 | ||
− | | | + | |JM Landsberg (TAMU) |
− | | | + | |TBA |
− | | | + | |Gurevich |
+ | |- | ||
+ | |April 23 | ||
+ | |Martin Hairer (Imperial College London) | ||
+ | |Wolfgang Wasow Lecture | ||
+ | |Hao Shen | ||
|- | |- | ||
|April 24 | |April 24 | ||
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== Abstracts == | == Abstracts == | ||
+ | === Thomas Lam (Michigan) === | ||
− | + | Title: Positive geometries and string theory amplitudes | |
− | + | Abstract: Inspired by developments in quantum field theory, we | |
+ | recently defined the notion of a positive geometry, a class of spaces | ||
+ | that includes convex polytopes, positive parts of projective toric | ||
+ | varieties, and positive parts of flag varieties. I will discuss some | ||
+ | basic features of the theory and an application to genus zero string | ||
+ | theory amplitudes. As a special case, we obtain the Euler beta | ||
+ | function, familiar to mathematicians, as the "stringy canonical form" | ||
+ | of the closed interval. | ||
− | + | This talk is based on joint work with Arkani-Hamed, Bai, and He. | |
− | |||
− | |||
− | |||
− | |||
− | |||
− | |||
− | |||
− | |||
− | |||
− | |||
− | |||
− | |||
+ | === Peter Cholak (Notre Dame) === | ||
− | + | Title: What can we compute from solutions to combinatorial problems? | |
− | + | Abstract: This will be an introductory talk to an exciting current | |
+ | research area in mathematical logic. Mostly we are interested in | ||
+ | solutions to Ramsey's Theorem. Ramsey's Theorem says for colorings | ||
+ | C of pairs of natural numbers, there is an infinite set H such that | ||
+ | all pairs from H have the same constant color. H is called a homogeneous | ||
+ | set for C. What can we compute from H? If you are not sure, come to | ||
+ | the talk and find out! | ||
− | + | === Saulo Orizaga (Duke) === | |
− | |||
− | |||
− | |||
− | |||
− | |||
− | |||
+ | Title: Introduction to phase field models and their efficient numerical implementation | ||
− | + | Abstract: In this talk we will provide an introduction to phase field models. We will focus in models | |
+ | related to the Cahn-Hilliard (CH) type of partial differential equation (PDE). We will discuss the | ||
+ | challenges associated in solving such higher order parabolic problems. We will present several | ||
+ | new numerical methods that are fast and efficient for solving CH or CH-extended type of problems. | ||
+ | The new methods and their energy-stability properties will be discussed and tested with several computational examples commonly found in material science problems. If time allows, we will talk about more applications in which phase field models are useful and applicable. | ||
− | + | === Caglar Uyanik (Yale) === | |
− | Abstract: | + | Title: Hausdorff dimension and gap distribution in billiards |
− | + | ||
+ | Abstract: A classical “unfolding” procedure allows one to turn questions about billiard trajectories in a Euclidean polygon into questions about the geodesic flow on a surface equipped with a certain geometric structure. Surprisingly, the flow on the surface is in turn related to the geodesic flow on the classical moduli spaces of Riemann surfaces. Building on recent breakthrough results of Eskin-Mirzakhani-Mohammadi, we prove a large deviations result for Birkhoff averages as well as generalize a classical theorem of Masur on geodesics in the moduli spaces of translation surfaces. | ||
+ | === Andy Zucker (Lyon) === | ||
− | + | Title: Topological dynamics of countable groups and structures | |
− | Title: | ||
− | + | Abstract: We give an introduction to the abstract topological dynamics | |
+ | of topological groups, i.e. the study of the continuous actions of a | ||
+ | topological group on a compact space. We are particularly interested | ||
+ | in the minimal actions, those for which every orbit is dense. | ||
+ | The study of minimal actions is aided by a classical theorem of Ellis, | ||
+ | who proved that for any topological group G, there exists a universal | ||
+ | minimal flow (UMF), a minimal G-action which factors onto every other | ||
+ | minimal G-action. Here, we will focus on two classes of groups: | ||
+ | a countable discrete group and the automorphism group of a countable | ||
+ | first-order structure. In the case of a countable discrete group, | ||
+ | Baire category methods can be used to show that the collection of | ||
+ | minimal flows is quite rich and that the UMF is rather complicated. | ||
+ | For an automorphism group G of a countable structure, combinatorial | ||
+ | methods can be used to show that sometimes, the UMF is trivial, or | ||
+ | equivalently that every continuous action of G on a compact space | ||
+ | admits a global fixed point. | ||
− | === | + | === Lillian Pierce (Duke) === |
− | Title: | + | Title: On Bourgain’s counterexample for the Schrödinger maximal function |
− | Abstract: | + | Abstract: In 1980, Carleson asked a question in harmonic analysis: to which Sobolev space $H^s$ must an initial data function belong, for a pointwise a.e. convergence result to hold for the solution to the associated linear Schrödinger equation? Over the next decades, many people developed counterexamples to push the (necessary) range of s up, and positive results to push the (sufficient) range of s down. Now, these ranges are finally meeting: Bourgain’s 2016 counterexample showed s < n/(2(n+1)) fails, and Du and Zhang’s 2019 paper shows that s>n/(2(n+1)) suffices. |
+ | In this talk, we will give an overview of how to rigorously derive Bourgain’s 2016 counterexample, based on simple facts from number theory. We will show how to build Bourgain’s counterexample starting from “zero knowledge," and how to gradually optimize the set-up to arrive at the final counterexample. The talk will be broadly accessible, particularly if we live up to the claim of starting from “zero knowledge.” | ||
+ | === Joe Kileel (Princeton) === | ||
− | + | Title: Inverse Problems, Imaging and Tensor Decomposition | |
− | + | Abstract: Perspectives from computational algebra and optimization are brought | |
+ | to bear on a scientific application and a data science application. | ||
+ | In the first part of the talk, I will discuss cryo-electron microscopy | ||
+ | (cryo-EM), an imaging technique to determine the 3-D shape of | ||
+ | macromolecules from many noisy 2-D projections, recognized by the 2017 | ||
+ | Chemistry Nobel Prize. Mathematically, cryo-EM presents a | ||
+ | particularly rich inverse problem, with unknown orientations, extreme | ||
+ | noise, big data and conformational heterogeneity. In particular, this | ||
+ | motivates a general framework for statistical estimation under compact | ||
+ | group actions, connecting information theory and group invariant | ||
+ | theory. In the second part of the talk, I will discuss tensor rank | ||
+ | decomposition, a higher-order variant of PCA broadly applicable in | ||
+ | data science. A fast algorithm is introduced and analyzed, combining | ||
+ | ideas of Sylvester and the power method. | ||
− | + | === Cynthia Vinzant (NCSU) === | |
− | + | Title: Matroids, log-concavity, and expanders | |
+ | |||
+ | Abstract: Matroids are combinatorial objects that model various types of independence. They appear several fields mathematics, including graph theory, combinatorial optimization, and algebraic geometry. In this talk, I will introduce the theory of matroids along with the closely related class of polynomials called strongly log-concave polynomials. Strong log-concavity is a functional property of a real multivariate polynomial that translates to useful conditions on its coefficients. Discrete probability distributions defined by these coefficients inherit several of these nice properties. I will discuss the beautiful real and combinatorial geometry underlying these polynomials and describe applications to random walks on the faces of simplicial complexes. Consequences include proofs of Mason's conjecture that the sequence of numbers of independent sets of a matroid is ultra log-concave and the Mihail-Vazirani conjecture that the basis exchange graph of a matroid has expansion at least one. This is based on joint work with Nima Anari, Kuikui Liu, and Shayan Oveis Gharan. | ||
+ | |||
+ | === Jinzi Mac Huang (UCSD) === | ||
+ | |||
+ | Title: Mass transfer through fluid-structure interactions | ||
+ | |||
+ | Abstract: The advancement of mathematics is closely associated with new discoveries from physical experiments. On one hand, mathematical tools like numerical simulation can help explain observations from experiments. On the other hand, experimental discoveries of physical phenomena, such as Brownian motion, can inspire the development of new mathematical approaches. In this talk, we focus on the interplay between applied math and experiments involving fluid-structure interactions -- a fascinating topic with both physical relevance and mathematical complexity. One such problem, inspired by geophysical fluid dynamics, is the experimental and numerical study of the dissolution of solid bodies in a fluid flow. The results of this study allow us to sketch mathematical answers to some long standing questions like the formation of stone forests in China and Madagascar, and how many licks it takes to get to the center of a Tootsie Pop. We will also talk about experimental math problems at the micro-scale, focusing on the mass transport process of diffusiophoresis, where colloidal particles are advected by a concentration gradient of salt solution. Exploiting this phenomenon, we see that colloids are able to navigate a micro-maze that has a salt concentration gradient across the exit and entry points. We further demonstrate that their ability to solve the maze is closely associated with the properties of a harmonic function – the salt concentration. | ||
+ | |||
+ | === William Chan (University of North Texas) === | ||
+ | |||
+ | Title: Definable infinitary combinatorics under determinacy | ||
+ | |||
+ | Abstract: The axiom of determinacy, AD, states that in any infinite two player integer game of a certain form, one of the two players must have a winning strategy. It is incompatible with the ZFC set theory axioms with choice; however, it is a succinct extension of ZF which implies many subsets of the real line possess familiar regularity properties and eliminates many pathological sets. For instance, AD implies all sets of reals are Lebesgue measurable and every function from the reals to the reals is continuous on a comeager set. Determinacy also implies that the first uncountable cardinal has the strong partition property which can be used to define the partition measures. This talk will give an overview of the axiom of determinacy and will discuss recent results on the infinitary combinatorics surrounding the first uncountable cardinal and its partition measures. I will discuss the almost everywhere continuity phenomenon for functions outputting countable ordinals and the almost-everywhere uniformization results for closed and unbounded subsets of the first uncountable cardinal. These will be used to describe the rich structure of the cardinals below the powerset of the first and second uncountable cardinals under determinacy assumptions and to investigate the ultrapowers by these partition measures. | ||
+ | |||
+ | === Yi Sun (Columbia) === | ||
+ | |||
+ | Title: Fluctuations for products of random matrices | ||
+ | |||
+ | Abstract: Products of large random matrices appear in many modern applications such as high dimensional statistics (MANOVA estimators), machine learning (Jacobians of neural networks), and population ecology (transition matrices of dynamical systems). Inspired by these situations, this talk concerns global limits and fluctuations of singular values of products of independent random matrices as both the size N and number M of matrices grow. As N grows, I will show for a variety of ensembles that fluctuations of the Lyapunov exponents converge to explicit Gaussian fields which transition from log-correlated for fixed M to having a white noise component for M growing with N. I will sketch our method, which uses multivariate generalizations of the Laplace transform based on the multivariate Bessel function from representation theory. | ||
+ | |||
+ | === Zhenfu Wang (University of Pennsylvania) === | ||
+ | |||
+ | Title: Quantitative Methods for the Mean Field Limit Problem | ||
− | for | + | Abstract: We study the mean field limit of large systems of interacting particles. Classical mean field limit results require that the interaction kernels be essentially Lipschitz. To handle more singular interaction kernels is a longstanding and challenging question but which now has some successes. Joint with P.-E. Jabin, we use the relative entropy between the joint law of all particles and the tensorized law at the limit to quantify the convergence from the particle systems towards the macroscopic PDEs. This method requires to prove large deviations estimates for non-continuous potentials modified by the limiting law. But it leads to explicit convergence rates for all marginals. This in particular can be applied to the Biot-Savart law for 2D Navier-Stokes. To treat more general and singular kernels, joint with D. Bresch and P.-E. Jabin, we introduce the modulated free energy, combination of the relative entropy that we had previously developed and of the modulated energy introduced by S. Serfaty. This modulated free energy may be understood as introducing appropriate weights in the relative entropy to cancel the most singular terms involving the divergence of the kernels. Our modulated free energy allows to treat gradient flows with singular potentials which combine large smooth part, small attractive singular part and large repulsive singular part. As an example, a full rigorous derivation (with quantitative estimates) of some chemotaxis models, such as the Patlak-Keller-Segel system in the subcritical regimes, is obtained. |
− | + | ||
− | + | ===Shai Evra (IAS)=== | |
− | + | ||
− | + | Title: Golden Gates in PU(n) and the Density Hypothesis. | |
− | + | ||
− | This is joint | + | Abstract: In their seminal work from the 80’s, Lubotzky, Phillips and Sarnak gave explicit constructions of topological generators for PU(2) with optimal covering properties. In this talk I will describe some recent works that extend the construction of LPS to higher rank compact Lie groups. |
+ | |||
+ | A key ingredient in the work of LPS is the Ramanujan conjecture for U(2), which follows from Deligne's proof of the Ramanujan-Petersson conjecture for GL(2). Unfortunately, the naive generalization of the Ramanujan conjecture is false for higher rank groups. Following a program initiated by Sarnak in the 90's, we prove a density hypothesis and use it as a replacement of the naive Ramanujan conjecture. | ||
+ | |||
+ | This talk is based on some joint works with Ori Parzanchevski and Amitay Kamber. | ||
+ | |||
+ | == Future Colloquia == | ||
+ | [[Colloquia/Fall 2020| Fall 2020]] | ||
== Past Colloquia == | == Past Colloquia == | ||
− | [[Colloquia/ | + | [[Colloquia/Fall2019|Fall 2019]] |
[[Colloquia/Spring2019|Spring 2019]] | [[Colloquia/Spring2019|Spring 2019]] |
Latest revision as of 14:45, 15 February 2020
Mathematics Colloquium
All colloquia are on Fridays at 4:00 pm in Van Vleck B239, unless otherwise indicated.
Spring 2020
date | speaker | title | host(s) | |
---|---|---|---|---|
Jan 10 | Thomas Lam (Michigan) | Positive geometries and string theory amplitudes | Erman | |
Jan 21 Tuesday 4-5 pm in B139 | Peter Cholak (Notre Dame) | What can we compute from solutions to combinatorial problems? | Lempp | |
Jan 24 | Saulo Orizaga (Duke) | Introduction to phase field models and their efficient numerical implementation | ||
Jan 27 Monday 4-5 pm in 911 | Caglar Uyanik (Yale) | Hausdorff dimension and gap distribution in billiards | Ellenberg | |
Jan 29 Wednesday 4-5 pm | Andy Zucker (Lyon) | Topological dynamics of countable groups and structures | Soskova/Lempp | |
Jan 31 | Lillian Pierce (Duke) | On Bourgain’s counterexample for the Schrödinger maximal function | Marshall/Seeger | |
Feb 7 | Joe Kileel (Princeton) | Inverse Problems, Imaging and Tensor Decomposition | Roch | |
Feb 10 | Cynthia Vinzant (NCSU) | Matroids, log-concavity, and expanders | Roch/Erman | |
Feb 12 Wednesday 4-5 pm in VV 911 | Jinzi Mac Huang (UCSD) | Mass transfer through fluid-structure interactions | Spagnolie | |
Feb 14 | William Chan (University of North Texas) | Definable infinitary combinatorics under determinacy | Soskova/Lempp | |
Feb 17 | Yi Sun (Columbia) | Fluctuations for products of random matrices | Roch | |
Feb 19 | Zhenfu Wang (University of Pennsylvania) | Quantitative Methods for the Mean Field Limit Problem | Tran | |
Feb 21 | Shai Evra (IAS) | Golden Gates in PU(n) and the Density Hypothesis | Gurevich | |
Feb 28 | Brett Wick (Washington University, St. Louis) | Seeger | ||
March 6 | Jessica Fintzen (Michigan) | Marshall | ||
March 13 | ||||
March 20 | Spring break | |||
March 27 | Max Lieblich (Univ. of Washington, Seattle) | Boggess, Sankar | ||
April 3 | Caroline Turnage-Butterbaugh (Carleton College) | Marshall | ||
April 10 | Sarah Koch (Michigan) | Bruce (WIMAW) | ||
April 17 | JM Landsberg (TAMU) | TBA | Gurevich | |
April 23 | Martin Hairer (Imperial College London) | Wolfgang Wasow Lecture | Hao Shen | |
April 24 | Natasa Sesum (Rutgers University) | Angenent | ||
May 1 | Robert Lazarsfeld (Stony Brook) | Distinguished lecture | Erman |
Abstracts
Thomas Lam (Michigan)
Title: Positive geometries and string theory amplitudes
Abstract: Inspired by developments in quantum field theory, we recently defined the notion of a positive geometry, a class of spaces that includes convex polytopes, positive parts of projective toric varieties, and positive parts of flag varieties. I will discuss some basic features of the theory and an application to genus zero string theory amplitudes. As a special case, we obtain the Euler beta function, familiar to mathematicians, as the "stringy canonical form" of the closed interval.
This talk is based on joint work with Arkani-Hamed, Bai, and He.
Peter Cholak (Notre Dame)
Title: What can we compute from solutions to combinatorial problems?
Abstract: This will be an introductory talk to an exciting current research area in mathematical logic. Mostly we are interested in solutions to Ramsey's Theorem. Ramsey's Theorem says for colorings C of pairs of natural numbers, there is an infinite set H such that all pairs from H have the same constant color. H is called a homogeneous set for C. What can we compute from H? If you are not sure, come to the talk and find out!
Saulo Orizaga (Duke)
Title: Introduction to phase field models and their efficient numerical implementation
Abstract: In this talk we will provide an introduction to phase field models. We will focus in models related to the Cahn-Hilliard (CH) type of partial differential equation (PDE). We will discuss the challenges associated in solving such higher order parabolic problems. We will present several new numerical methods that are fast and efficient for solving CH or CH-extended type of problems. The new methods and their energy-stability properties will be discussed and tested with several computational examples commonly found in material science problems. If time allows, we will talk about more applications in which phase field models are useful and applicable.
Caglar Uyanik (Yale)
Title: Hausdorff dimension and gap distribution in billiards
Abstract: A classical “unfolding” procedure allows one to turn questions about billiard trajectories in a Euclidean polygon into questions about the geodesic flow on a surface equipped with a certain geometric structure. Surprisingly, the flow on the surface is in turn related to the geodesic flow on the classical moduli spaces of Riemann surfaces. Building on recent breakthrough results of Eskin-Mirzakhani-Mohammadi, we prove a large deviations result for Birkhoff averages as well as generalize a classical theorem of Masur on geodesics in the moduli spaces of translation surfaces.
Andy Zucker (Lyon)
Title: Topological dynamics of countable groups and structures
Abstract: We give an introduction to the abstract topological dynamics of topological groups, i.e. the study of the continuous actions of a topological group on a compact space. We are particularly interested in the minimal actions, those for which every orbit is dense. The study of minimal actions is aided by a classical theorem of Ellis, who proved that for any topological group G, there exists a universal minimal flow (UMF), a minimal G-action which factors onto every other minimal G-action. Here, we will focus on two classes of groups: a countable discrete group and the automorphism group of a countable first-order structure. In the case of a countable discrete group, Baire category methods can be used to show that the collection of minimal flows is quite rich and that the UMF is rather complicated. For an automorphism group G of a countable structure, combinatorial methods can be used to show that sometimes, the UMF is trivial, or equivalently that every continuous action of G on a compact space admits a global fixed point.
Lillian Pierce (Duke)
Title: On Bourgain’s counterexample for the Schrödinger maximal function
Abstract: In 1980, Carleson asked a question in harmonic analysis: to which Sobolev space $H^s$ must an initial data function belong, for a pointwise a.e. convergence result to hold for the solution to the associated linear Schrödinger equation? Over the next decades, many people developed counterexamples to push the (necessary) range of s up, and positive results to push the (sufficient) range of s down. Now, these ranges are finally meeting: Bourgain’s 2016 counterexample showed s < n/(2(n+1)) fails, and Du and Zhang’s 2019 paper shows that s>n/(2(n+1)) suffices. In this talk, we will give an overview of how to rigorously derive Bourgain’s 2016 counterexample, based on simple facts from number theory. We will show how to build Bourgain’s counterexample starting from “zero knowledge," and how to gradually optimize the set-up to arrive at the final counterexample. The talk will be broadly accessible, particularly if we live up to the claim of starting from “zero knowledge.”
Joe Kileel (Princeton)
Title: Inverse Problems, Imaging and Tensor Decomposition
Abstract: Perspectives from computational algebra and optimization are brought to bear on a scientific application and a data science application. In the first part of the talk, I will discuss cryo-electron microscopy (cryo-EM), an imaging technique to determine the 3-D shape of macromolecules from many noisy 2-D projections, recognized by the 2017 Chemistry Nobel Prize. Mathematically, cryo-EM presents a particularly rich inverse problem, with unknown orientations, extreme noise, big data and conformational heterogeneity. In particular, this motivates a general framework for statistical estimation under compact group actions, connecting information theory and group invariant theory. In the second part of the talk, I will discuss tensor rank decomposition, a higher-order variant of PCA broadly applicable in data science. A fast algorithm is introduced and analyzed, combining ideas of Sylvester and the power method.
Cynthia Vinzant (NCSU)
Title: Matroids, log-concavity, and expanders
Abstract: Matroids are combinatorial objects that model various types of independence. They appear several fields mathematics, including graph theory, combinatorial optimization, and algebraic geometry. In this talk, I will introduce the theory of matroids along with the closely related class of polynomials called strongly log-concave polynomials. Strong log-concavity is a functional property of a real multivariate polynomial that translates to useful conditions on its coefficients. Discrete probability distributions defined by these coefficients inherit several of these nice properties. I will discuss the beautiful real and combinatorial geometry underlying these polynomials and describe applications to random walks on the faces of simplicial complexes. Consequences include proofs of Mason's conjecture that the sequence of numbers of independent sets of a matroid is ultra log-concave and the Mihail-Vazirani conjecture that the basis exchange graph of a matroid has expansion at least one. This is based on joint work with Nima Anari, Kuikui Liu, and Shayan Oveis Gharan.
Jinzi Mac Huang (UCSD)
Title: Mass transfer through fluid-structure interactions
Abstract: The advancement of mathematics is closely associated with new discoveries from physical experiments. On one hand, mathematical tools like numerical simulation can help explain observations from experiments. On the other hand, experimental discoveries of physical phenomena, such as Brownian motion, can inspire the development of new mathematical approaches. In this talk, we focus on the interplay between applied math and experiments involving fluid-structure interactions -- a fascinating topic with both physical relevance and mathematical complexity. One such problem, inspired by geophysical fluid dynamics, is the experimental and numerical study of the dissolution of solid bodies in a fluid flow. The results of this study allow us to sketch mathematical answers to some long standing questions like the formation of stone forests in China and Madagascar, and how many licks it takes to get to the center of a Tootsie Pop. We will also talk about experimental math problems at the micro-scale, focusing on the mass transport process of diffusiophoresis, where colloidal particles are advected by a concentration gradient of salt solution. Exploiting this phenomenon, we see that colloids are able to navigate a micro-maze that has a salt concentration gradient across the exit and entry points. We further demonstrate that their ability to solve the maze is closely associated with the properties of a harmonic function – the salt concentration.
William Chan (University of North Texas)
Title: Definable infinitary combinatorics under determinacy
Abstract: The axiom of determinacy, AD, states that in any infinite two player integer game of a certain form, one of the two players must have a winning strategy. It is incompatible with the ZFC set theory axioms with choice; however, it is a succinct extension of ZF which implies many subsets of the real line possess familiar regularity properties and eliminates many pathological sets. For instance, AD implies all sets of reals are Lebesgue measurable and every function from the reals to the reals is continuous on a comeager set. Determinacy also implies that the first uncountable cardinal has the strong partition property which can be used to define the partition measures. This talk will give an overview of the axiom of determinacy and will discuss recent results on the infinitary combinatorics surrounding the first uncountable cardinal and its partition measures. I will discuss the almost everywhere continuity phenomenon for functions outputting countable ordinals and the almost-everywhere uniformization results for closed and unbounded subsets of the first uncountable cardinal. These will be used to describe the rich structure of the cardinals below the powerset of the first and second uncountable cardinals under determinacy assumptions and to investigate the ultrapowers by these partition measures.
Yi Sun (Columbia)
Title: Fluctuations for products of random matrices
Abstract: Products of large random matrices appear in many modern applications such as high dimensional statistics (MANOVA estimators), machine learning (Jacobians of neural networks), and population ecology (transition matrices of dynamical systems). Inspired by these situations, this talk concerns global limits and fluctuations of singular values of products of independent random matrices as both the size N and number M of matrices grow. As N grows, I will show for a variety of ensembles that fluctuations of the Lyapunov exponents converge to explicit Gaussian fields which transition from log-correlated for fixed M to having a white noise component for M growing with N. I will sketch our method, which uses multivariate generalizations of the Laplace transform based on the multivariate Bessel function from representation theory.
Zhenfu Wang (University of Pennsylvania)
Title: Quantitative Methods for the Mean Field Limit Problem
Abstract: We study the mean field limit of large systems of interacting particles. Classical mean field limit results require that the interaction kernels be essentially Lipschitz. To handle more singular interaction kernels is a longstanding and challenging question but which now has some successes. Joint with P.-E. Jabin, we use the relative entropy between the joint law of all particles and the tensorized law at the limit to quantify the convergence from the particle systems towards the macroscopic PDEs. This method requires to prove large deviations estimates for non-continuous potentials modified by the limiting law. But it leads to explicit convergence rates for all marginals. This in particular can be applied to the Biot-Savart law for 2D Navier-Stokes. To treat more general and singular kernels, joint with D. Bresch and P.-E. Jabin, we introduce the modulated free energy, combination of the relative entropy that we had previously developed and of the modulated energy introduced by S. Serfaty. This modulated free energy may be understood as introducing appropriate weights in the relative entropy to cancel the most singular terms involving the divergence of the kernels. Our modulated free energy allows to treat gradient flows with singular potentials which combine large smooth part, small attractive singular part and large repulsive singular part. As an example, a full rigorous derivation (with quantitative estimates) of some chemotaxis models, such as the Patlak-Keller-Segel system in the subcritical regimes, is obtained.
Shai Evra (IAS)
Title: Golden Gates in PU(n) and the Density Hypothesis.
Abstract: In their seminal work from the 80’s, Lubotzky, Phillips and Sarnak gave explicit constructions of topological generators for PU(2) with optimal covering properties. In this talk I will describe some recent works that extend the construction of LPS to higher rank compact Lie groups.
A key ingredient in the work of LPS is the Ramanujan conjecture for U(2), which follows from Deligne's proof of the Ramanujan-Petersson conjecture for GL(2). Unfortunately, the naive generalization of the Ramanujan conjecture is false for higher rank groups. Following a program initiated by Sarnak in the 90's, we prove a density hypothesis and use it as a replacement of the naive Ramanujan conjecture.
This talk is based on some joint works with Ori Parzanchevski and Amitay Kamber.