Mon, 10 Jun 2019

15:45 - 16:45
L3

Towards Geometric Integration of Rough Differential Forms

DARIO TREVISAN
(University of Pisa Italy)
Abstract

We discuss some results on integration of ``rough differential forms'', which are generalizations of classical (smooth) differential forms to similar objects involving Hölder continuous functions that may be nowhere differentiable. Motivations arise mainly from geometric problems related to irregular surfaces, and the techniques are naturally related to those of Rough Paths theory. We show in particular that such a geometric integration can be constructed substituting appropriately differentials with more general asymptotic expansions (of Stratonovich or Ito type) and by summing over a refining sequence of partitions, leading to a two-dimensional extension of the classical Young integral, that coincides with the integral introduced recently by R. Züst. We further show that Stratonovich sums gives an advantage allowing to weaken the requirements on Hölder exponents, and discuss some work in progress in the stochastic case. Based on joint works with E. Stepanov, G. Alberti and I. Ballieul.

 

Mon, 10 Jun 2019

14:15 - 15:15
L3

Gibbs measures of nonlinear Schrodinger equations as limits of many-body quantum states

VEDRAN SOHINGER
(University of Warwick)
Abstract

Gibbs measures of nonlinear Schrödinger equations are a fundamental object used to study low-regularity solutions with random initial data. In the dispersive PDE community, this point of view was pioneered by Bourgain in the 1990s. We study the problem of the derivation of Gibbs measures as high-temperature limits of thermal states in many-body quantum mechanics.

In our work, we apply a perturbative expansion in the interaction. This expansion is then analysed by means of Borel resummation techniques. In two and three dimensions, we need to apply a Wick-ordering renormalisation procedure. Moreover, in one dimension, our methods allow us to obtain a microscopic derivation of the time-dependent correlation functions for the cubic nonlinear Schrödinger equation. This is based partly on joint work with Jürg Fröhlich, Antti Knowles, and Benjamin Schlein.

Mon, 20 May 2019

14:15 - 15:15
L3

The renormalized wave equation in 3d with quadratic nonlinearity and additive white noise

HERBERT KOCH
(University of Bonn)
Abstract

Using ideas from paracontrolled calculus, we prove local well-posedness of a renormalized version of the three-dimensional stochastic nonlinear wave equation with quadratic nonlinearity forced by an additive space-time white noise on a periodic domain. There are two new ingredients as compared to the parabolic setting. (i) In constructing stochastic objects, we have to carefully exploit dispersion at a multilinear level. (ii) We introduce novel random operators and leverage their regularity to overcome the lack of smoothing of usual paradifferential commutators

Mon, 20 May 2019

15:45 - 16:45
L3

Low degree approximation of real singularities

ANTONIO LERARIO
(SISSA ITALY)
Abstract

In this talk I will discuss some recent results that allow to approximate a real singularity given by polynomial equations of degree d (e.g. the zero set of a polynomial, or the number of its critical points of a given Morse index) with a singularity which is diffeomorphic to the original one, but it is given by polynomials of degree O(d^(1/2)log d).
The approximation procedure is constructive (in the sense that one can read the approximating polynomial from a linear projection of the given one) and quantitative (in the sense that the approximating procedure will hold for a subset of the space of polynomials with measure increasing very quickly to full measure as the degree goes toinfinity).

The talk is based on joint works with P. Breiding, D. N. Diatta and H. Keneshlou      

Mon, 13 May 2019

14:15 - 15:45
L3

Solving nonlinear PDE's in the presence of singular randomness.

NIKOLAY TZETKOB
(University of Clergy France)
Abstract

We will start by presenting two basic probabilistic effects for questions concerning the regularity of functions and nonlinear operations on functions. We will then overview well-posedenss results for the nonlinear wave equation, the nonlinear Schr\"odinger equation and the nonlinear heat equation, in the presence of singular randomness.

Mon, 29 Apr 2019

15:45 - 16:45
L3

Inference of a large rank-one matrix and Hamilton-Jacobi equations

JEAN-CHRISTOPHE MOURRAT
(ENS FRANCE)
Abstract

We observe a noisy version of a large rank-one matrix. Depending on the strength of the noise, can we recover non-trivial information on the matrix? This problem, interesting on its own, will be motivated by its link with a "spin glass" model, which is a model of statistical mechanics where a large number of variables interact with one another, with random interactions that can be positive or negative. The resolution of the initial question will involve a Hamilton-Jacobi equation

Mon, 29 Apr 2019

14:15 - 15:15
L3

Scaling limits and surface tension for gradient Gibbs measure

WEI WU
(Warwick University)
Abstract

I will discuss new results for the gradient field models with uniformly convex potential (also known as the Ginzburg-Landau field). A connection between the scaling limits of the field and elliptic homogenization was introduced by Naddaf and Spencer in 1997. We quantify the existing central limit theorems in light of recent advances in quantitative homogenization; and positively settle a conjecture of Funaki and Spohn about the surface tension. Joint work with Scott Armstrong. 

 

Thu, 20 Jun 2019

13:00 - 14:00
L3

Spectral methods for certain inverse problems on graphs and time series data

Mihai Cucuringu
(Statistics Oxford University)
Further Information

We study problems that share an important common feature: they can all be solved by exploiting the spectrum of their corresponding graph Laplacian. We first consider a classic problem in data analysis and machine learning, of establishing a statistical ranking of a set of items given a set of inconsistent and incomplete pairwise comparisons. We formulate the above problem of ranking with incomplete noisy information as an instance of the group synchronization problem over the group SO(2) of planar rotations, whose least-squares solution can be approximated by either a spectral or a semidefinite programming relaxation, and consider an application to detecting leaders and laggers in financial multivariate time series data. An instance of the group synchronization problem over Z_2 with anchor information is broadly applicable to settings where one has available a sparse signal such as positive or negative news sentiment for a subset of nodes, and would like to understand how the available measurements propagate to the remaining nodes of the network. We also present a simple spectral approach to the well-studied constrained clustering problem, which captures constrained clustering as a generalized eigenvalue problem with graph Laplacians. This line of work extends to the setting of clustering signed networks and correlation clustering, where the edge weights between the nodes of the graph may take either positive or negative values, for which we provide theoretical guarantees in the setting of a signed stochastic block model and numerical experiments for financial correlation matrices. Finally, we discuss a spectral clustering algorithm for directed graphs based on a complex-valued representation of the adjacency matrix, motivated by the application of extracting cluster-based lead-lag relationships in time series data.
 

Thu, 16 May 2019

14:00 - 15:00
L3

Self-dual cuspidal and supercuspidal representations

Jeff Adler
(American University)
Abstract

According to the Harish-Chandra philosophy, cuspidal representations are the basic building blocks in the representation theory of finite reductive groups.  Similarly for supercuspidal representations of p-adic groups.  Self-dual representations play a special role in the study of parabolic induction.  Thus, it is of interest to know whether self-dual (super)cuspidal representations exist.  With a few exceptions involving some small fields, I will show precisely when a finite reductive group has irreducible cuspidal representations that are self-dual, of Deligne-Lusztig type, or both.  Then I will look at implications for the existence of irreducible, self-dual supercuspidal representations of p-adic groups.  This is joint work with Manish Mishra.

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