Videos

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Real Time High Fidelity Bayesian Inversion, Prediction, and Optimal Sensor Placement for Large Scale LTI Systems Governed by Wave Equations, with Application to a Digital Twin for Tsunami Early Warning Thumbnail

Real Time High Fidelity Bayesian Inversion, Prediction, and Optimal Sensor Placement for Large Scale LTI Systems Governed by Wave Equations, with Application to a Digital Twin for Tsunami Early Warning

Presenter
  • Omar Ghattas
November 13, 2025
IMSI
Parallel local approximation MCMC and certified dimension reduction for large-scale Bayesian inverse problems Thumbnail

Parallel local approximation MCMC and certified dimension reduction for large-scale Bayesian inverse problems

Presenter
  • Youssef Marzouk
May 26, 2017
IPAM
A transport map approach for Bayesian inference of dynamic inverse problems with heavy-tailed priors. Thumbnail

A transport map approach for Bayesian inference of dynamic inverse problems with heavy-tailed priors.

Presenter
  • Mirjeta Pasha
April 3, 2025
IMSI
Adaptive Sampling Methods for Inference involving Computationally Intensive Models Thumbnail

Adaptive Sampling Methods for Inference involving Computationally Intensive Models

Presenter
  • Andrew Duncan
April 3, 2025
IMSI
Scalable algorithms for optimal experimental design for large-scale Bayesian inverse problems governed by complex models Thumbnail

Scalable algorithms for optimal experimental design for large-scale Bayesian inverse problems governed by complex models

Presenter
  • Omar Ghattas
October 18, 2018
IPAM
Robust Optimal sensor placement for Bayesian Inverse Problems Governed by PDEs Thumbnail

Robust Optimal sensor placement for Bayesian Inverse Problems Governed by PDEs

Presenter
  • Alen Alexanderian
April 1, 2025
IMSI
MCMC Methods for Nonlinear Hierarchical-Bayesian Inverse Problems Thumbnail

MCMC Methods for Nonlinear Hierarchical-Bayesian Inverse Problems

Presenter
  • John Bardsley
September 8, 2017
IMA
Quasi-Monte Carlo for Bayesian design of experiment problems governed by parametric PDEs Thumbnail

Quasi-Monte Carlo for Bayesian design of experiment problems governed by parametric PDEs

Presenter
  • Claudia Schillings,
June 26, 2024
IMSI
Subspace accelerated measure transport method for sequential experimental design Thumbnail

Subspace accelerated measure transport method for sequential experimental design

Presenter
  • Karina Koval
April 1, 2025
IMSI
Control-oriented optimal sensor placement for inverse problems governed by PDEs Thumbnail

Control-oriented optimal sensor placement for inverse problems governed by PDEs

Presenter
  • Alen Alexanderian
October 29, 2025
IMSI
Deep Generative Models for Bayesian Inference in Astrophysics Thumbnail

Deep Generative Models for Bayesian Inference in Astrophysics

Presenter
  • Biwei Dai
April 3, 2025
IAS
Robust MCMC Sampling with Non-Gaussian and Hierarchical Priors Thumbnail

Robust MCMC Sampling with Non-Gaussian and Hierarchical Priors

Presenter
  • Matt Dunlop
November 14, 2017
IPAM