The Applied Mathematics Colloquium meets on selected Tuesday afternoons during the academic year, from 2:45-3:45 p.m. ET. Coordinators: Qiang Du and Kyle Mandli

2021-2022

All seminars will take place online, via Zoom, and a link will be distributed by email a few days before the event. You may also request the Zoom link for a seminar by sending an email to [email protected].

Fall 2021

September 21, 2021
Bamdad Hosseini, Univ. of Washington
"Solving and Learning Nonlinear PDEs with Gaussian Processes"

September 28, 2021
2:45 PM ET
Amandine Aftalion, Center of Analysis and Social Mathematics (CAMS) | EHESS
"Modelling of Racing"

October 5, 2021
2:45 PM ET
John Wright, Columbia University
"Deep Networks and the Multiple Manifold Problem"

October 12, 2021
Special time: 11:00 AM ET
Michael Vogelius, Rutgers University
"Relations between scatterer regularity/geometry and the existence of nonscattering incident waves"

October 19, 2021
2:45 PM ET
Jose A. Carrillo, University of Oxford
"The Landau equation: Particle Methods & Gradient Flow Structure"

October 26, 2021
Special time: 11:00 AM ET
Arnulf Jentzen, University of Münster
"
Convergence proof for gradient descent optimization methods in the training of deep neural networks"

November 9, 2021
2:45 PM ET
Katy Craig, University of California, Santa Barbara
"A Blob Method for Diffusion and Applications to Sampling and Two Layer Neural Networks"

November 16, 2021
2:45 PM ET
Laurent Demanet, MIT
"Inversion and imaging with deepfake data"

November 30, 2021
2:45 PM ET
Jack Xin, UC Irvine
"DeepParticle: deep-learning invariant measure by minimizing Wasserstein distance on data generated from an interacting particle method"

December 3, 2021
Friday, 11:00 AM ET
Jose Israel Rodriguez, University of Wisconsin, Madison
"Estimating Gaussian mixtures using sparse polynomial moment systems"

December 14, 2021
Sonia Fliss, ENSTA
"The Halfspace Matching Method or how to solve scattering in complex media"

_________________________

Spring 2022

February 8, 2022
2:45 PM ET
Christophe Josserand, CNRS & Ecole Polytechnique
Announcement

February 15, 2022
2:45 PM ET
Antoine Gloria, Sorbonne Université
Announcement
 

March 29, 2022
2:45 PM ET
Carlos Fernandez-Granda, Courant Institute, NYU
Announcement

 

2020-2021

All seminars will take place online, via Zoom, and a link will be distributed by email a few days before the event. You may also request the Zoom link for a seminar by sending an email to [email protected].

Spring 2021

January 19, 2021 - C. T. Kelley, North Carolina State University
Anderson Acceleration: Convergence Theory and Numerical Experience
Host: Kyle Mandli

January 26, 2021 - George Karniadakis, Brown University
Approximating functions, functionals, and operators using deep neural networks for diverse applications
Host: Qiang Du

February 9, 2021 - Fabio Nobile, EPFL
Dynamical Low Rank approximation of random time dependent PDEs
Host: Amir Sagiv

February 16, 2021 - Franca Hoffmann, University of Bonn
Using Continuum Limits To Understand Data Clustering And Classification
Host: Amir Sagiv

February 23, 2021 - Benedetto Piccoli, Rutgers University-Camden
Energy-efficient traffic smoothing via AVs and mean-field models for traffic
Host: Qiang Du

March 9, 2021 - Christoph Schwab, ETH Zürich
Multilevel Analysis of Gaussian Random Fields: Covariance Compression, Estimation and Spatial Prediction
Host: Qiang Du

March 16, 2021 - Alexander Watson, University of Minnesota
Existence and computation of exponentially localized Wannier functions for non-periodic materials
Host: Michael Weinstein

March 23, 2021 - Alex Townsend, Cornell University
Computing the spectra of differential operators 
Host: Qiang Du

April 6, 2021 - Michael Brenner, Harvard University
Machine Learning of Partial Differential Equations
Host: Qiang Du

April 13, 2021 - Habib Ammari, ETH Zurich
Wave interaction with subwavelength resonators
Host: Amir Sagiv

________________

Fall 2020

September 22, 2020 - Chun Liu, Illinois Institute of Technology
"Generalized law of mass action (LMA) with energetic variational approaches (EnVarA) and applications"
Host: Qiang Du

September 29, 2020 - Wen Shen, Penn State
"Nonlocal Models for Traffic Flow"
Host: Qiang Du

October 27, 2020 - Francis Giraldo, Naval Postgraduate School
"Recent Results with Element-based Galerkin Nonhydrostatic Atmospheric Models"
Host Kyle Mandli

November 10, 2020 - Braxton Osting, University of Utah
"Extremal Steklov Eigenvalues"
Host: Amir Sagiv

November 17, 2020 - Nathan Kutz, University of Washington
"Discovery of Dynamical Models from Data"
Host: Amir Sagiv

December 1, 2020 - Gal Mishne, University of California San Diego
"From local neighborhoods to global embeddings: unveiling structure in high-dimensional data"
Host: Amir Sagiv

2019-2020

9/17/19: Henry Lam, IEOR/Columbia University
"Enhancing efficiency and flexibility of stochastic gradient estimation"

9/17/19: John Schotland, University of Michigan
"Quantum Optics in Random Media"

9/26/19: Jonathan Weare, Courant Institute (Joint seminar)
"Fast randomized iterative numerical linear algebra for quantum chemistry and other applications"

9/27/19: Chandrajit Bajaj, University of Texas at Austin
"Learning the Koopman operator for dynamic data"

10/1/19: Yue Yu, Lehigh University
“A Multiscale/Multiphysics Coupling Framework for Bioprosthetic Heart Valves (BHVs) Damage”

10/11/19: Gadi Fibich, Tel Aviv University
"Diffusion of new products in social networks"

10/22/19: Charlie Epstein, University of Pennsylvania / Flatiron Institute
“The Geometry of the Phase Retrieval Problem”

10/29/19: Rustum Choksi, McGill University
"Optimal Quantization: Gersho's Conjecture in 3D and Navigating the Energy Landscape"

11/12/19: Bo Li, UCSD
"Variational Implicit-Solvent Predictions of the Ligand-Receptor (Un)Binding Kinetics"

11/19/19: Miranda Holmes-Cerfon, NYU
"Rolling versus sliding: the relative dynamics of DNA-coated colloids"

12/3/19: Ralph Smith, North Carolina State University
"Active Subspace Techniques to Construct Surrogate Models for Complex Simulation Codes"

12/4/19: Thomas Yizhao Hou, Caltech
"Recent Progress on Singularity Formation of 3D Euler Equations and Related Models"

2/18/20: Stefan Steinerberger, Yale University
"Polynomials with many roots - the mean field limit of differentiation"

2/24/20: Lorenzo Tamellini, CNR-IMATI Pavia
"Sparse-grids-based Uncertainty Quantification of geochemical compaction of sedimentary basins"

2/25/20: Alejandro Aceves, Southern Methodist University
"Light filament science: Old perspectives and new paradigms"

3/3/20: Chi-Wang Shu, Brown University
"Stability of time discretizations for semi-discrete high order schemes for time-dependent PDEs"

3/10/20: Barak Sober, Duke University
"The Manifold Moving Least-Squares (Manifold-MLS) Framework: estimating manifolds and reconstructing their atlas from discrete data sets"

3/24/20: Victor Preciado, University of Pennsylvania
"Optimal Resource Allocation to Control Epidemic Outbreaks in Networked Populations"

2018-2019

10/1/18: Nick Trefethen, University of Oxford / NYU
"Numerical computation with rational and harmonic functions"

10/2/18: Haizhao Yang National University of Singapore
"O(N log N) algorithms for matrix multiplications from highly oscillatory phenomena"

10/9/18: Xu Yang, University of California, Santa Barbara
"Frozen Gaussian approximation for 3-D elastic wave propagation and seismic tomography"

10/11/18: Weizhu Bao, National University of Singapore
"Multiscale methods and analysis for the Dirac equation in the nonrelativistic limit regime"

10/23/18: Nawaf Bou-Rabee, Rutgers University, Camden
"Sticky Diffusions & their Numerical Solution"

10/30/18: Pavel M. Lushnikov, University of New Mexico
"Nonlinear waves and singularities in nonlinear optics, plasmas, hydrodynamics and biology"

11/13/18: Anne Gelb, Dartmouth College
"High order imaging techniques for synthetic aperture radar"

11/27/18: Benjamin Peherstorfer, Courant Institute, NYU
"Model reduction for transport-dominated problems via adaptive basis updates"

12/4/18: Keaton Burns, Flatiron Institute "Flexible algorithms for solving PDEs with spectral methods"

2/12/19: Kyle Thicke, Duke University
"Electronic structure algorithms for computing edge states and accelerating DFT calculations"

2/19/19: Weiqi Chu, Penn State University
"First-Principal based model reduction method with applications in molecular dynamics"

2/21/19: Kevin DallaSanta, Courant Institute, NYU
"The circulation response to volcanic eruptions: investigating with a hierarchy of models"

2/26/19: Maurice Fabien, Rice University
"A discontinuous Galerkin method for flow and transport in porous media"

3/5/19: Liliana Borcea, University of Michigan
"Reduced order model approach for inverse scattering"

3/12/19: Richard Mikael Slevinsky, University of Manitoba
"FastTransforms and A Nonlocal Vector Calculus on the Sphere"

4/16/19: Max Gunzburger, Florida State University
"Quo vadis UQ?"

Accessibility

Columbia University makes every effort to accommodate individuals with disabilities. If you require disability accommodations to attend an event at Columbia University, please contact the Office of Disability Services at 212.854.2388 or [email protected].