New Ideas in Computational Inverse Problems

Videos from BIRS Workshop

, University College London
- 09:33
Some aspects of stochastic optimisation for Inverse Problems
Watch video | Download video: 202210240902-Arridge.mp4 (50M)
, Massachusetts Institute of Technology
- 10:13
Structure-exploiting transportation of measure for Bayesian inverse problems
Watch video | Download video: 202210240933-Marzouk.mp4 (123M)
, Centrum Wiskunde & Informatica, NL
- 11:11
Wave-based inverse problems - reducing non-linearity and uncertainty quantification
Watch video | Download video: 202210241031-vanLeeuwen.mp4 (111M)
, Duke University
- 10:10
How much can one learn a PDE from a single solution data?
Watch video | Download video: 202210250930-Zhao.mp4 (138M)
, Université Cheick Anta Diop de Dakar
- 10:50
Numerical and theoretical analysis for optimal shape inverse problems
Watch video | Download video: 202210251031-Seck.mp4 (24M)
, University of Utah
- 11:42
Discrete inverse problems with internal functionals
Watch video | Download video: 202210251102-GuevaraVasquez.mp4 (131M)
, Johannes Gutenberg University Mainz
- 13:30
Inferring Geometries and Rheological Properties of Tectonic Plates Using a Bayesian Level Set Method
Watch video | Download video: 202210251300-Holbach.mp4 (35M)
, MIT
- 14:02
Gradient-based data and parameter dimension reduction for Bayesian models
Watch video | Download video: 202210251331-Baptista.mp4 (123M)
, Georgia Institute of Technology
- 14:35
Mirror Langevin for sampling constrained distributions
Watch video | Download video: 202210251403-Tao.mp4 (88M)
, Purdue University
- 15:12
Regularization of the Factorization Method with Applications
Watch video | Download video: 202210251435-Harris.mp4 (111M)
, University of Waterloo
- 16:13
Sparse Random Feature Models and Applications
Watch video | Download video: 202210251533-Tran.mp4 (129M)
, University of Delaware
- 17:03
Inverse problems for the decaying systems
Watch video | Download video: 202210251636-Ou.mp4 (81M)
, University of Washington and HKUST
- 20:40
40 Years of Calderon's Problem
Watch video | Download video: 202210251936-Uhlmann.mp4 (89M)
, Columbia University
- 09:29
Waveform inversion with a data driven estimate of the internal wave
Watch video | Download video: 202210260900-Borcea.mp4 (37M)
, University of Edinburgh
- 10:01
Gaussian process regression in inverse problems and Markov chain Monte Carlo
Watch video | Download video: 202210260934-Teckentrup.mp4 (38M)
, University of Wisconsin-Madison
- 10:32
Multi-scale inverse problems - from Schroedinger to Newton to Boltzmann
Watch video | Download video: 202210261005-Li.mp4 (39M)
, Purdue University
- 11:10
Computational Methods for Mean-field Games and their Inverse Problems
Watch video | Download video: 202210261038-Lai.mp4 (48M)
, University of Minnesota
- 11:47
Multiscale inverse problem based on radiative transport equation
Watch video | Download video: 202210261113-Wang.mp4 (92M)
, MSU
- 09:31
Fast algorithms for computational wave modeling and inversion
Watch video | Download video: 202210270900-Qian.mp4 (47M)
, Georgia Institute of Technology
- 10:10
Inverse Weak Adversarial Networks - iWAN - A Computational Method for High-dimensional Inverse Problems
Watch video | Download video: 202210270935-Zhou.mp4 (124M)
, University of Texas at Austin
- 11:09
Side-effects of learning from submanifolds
Watch video | Download video: 202210271031-Tsai.mp4 (137M)
, Columbia University
- 11:39
Coupling deep learning with computational inversion
Watch video | Download video: 202210271111-Zhang.mp4 (80M)
, Google Research and University of Wisconsin-Madison
- 13:33
Wide-Band Butterfly Networks - Leveraging deep learning for solving the inverse scattering problem in quasi-linear complexity
Watch video | Download video: 202210271301-ZepedaNunez.mp4 (21M)
, University of Houston
- 14:02
Waveform inversion via reduced order modeling
Watch video | Download video: 202210271333-Mamonov.mp4 (83M)
, Michigan Technological University
- 14:37
Deterministic-Statistical Approach for Inverse problems with Partial Data
Watch video | Download video: 202210271408-Sun.mp4 (114M)
, Arizona State University
- 15:05
Variable Projection Methods for Separable Nonlinear Inverse Problems
Watch video | Download video: 202210271438-Espanol.mp4 (88M)
, Georgia Institute of Technology
- 15:58
Weak Form Approach to Identifying Differential Equation
Watch video | Download video: 202210271532-Kang.mp4 (81M)
, Georgia Institute of Technology
- 16:33
Inverse problems in machine learning where data exhibit low-dimensional structure
Watch video | Download video: 202210271603-Liao.mp4 (86M)
, Purdue
- 17:03
Inverse random potential scattering for elastic waves
Watch video | Download video: 202210271633-Li.mp4 (90M)
, Chinese University of Hong Kong
- 17:39
Learning computational models using multiscale methods
Watch video | Download video: 202210271707-Chung.mp4 (91M)
, Dartmouth College
- 09:25
Inhomogeneous Regularization with limited and indirect data
Watch video | Download video: 202210280901-Han.mp4 (33M)
, University of California Merced
- 09:58
Phase and absorption contrast imaging using intensity measurements
Watch video | Download video: 202210280929-Tsogka.mp4 (40M)
, University of Texas at Dallas
- 10:31
Use of extended source inversion for estimating the noise level in seismic data
Watch video | Download video: 202210280958-Minkoff.mp4 (46M)
, NJIT
- 11:01
Differential Sampling Method in inverse scattering
Watch video | Download video: 202210281034-Nguyen.mp4 (31M)