Videos

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Physics Constrained Machine Learning for Scientific Computing

Presenter
  • Danielle Robinson
March 23, 2024
ICERM
Deep Gaussian Process Surrogates for Computer Experiments Thumbnail

Deep Gaussian Process Surrogates for Computer Experiments

Presenter
  • Robert Gramacy
August 31, 2022
IMSI
Lifetime Assurance of Lead-Acid Energy Storage Systems Thumbnail

Lifetime Assurance of Lead-Acid Energy Storage Systems

Presenter
  • Ben Lee
February 23, 2016
IMA
Deep Generative Models for Bayesian Inference in Astrophysics Thumbnail

Deep Generative Models for Bayesian Inference in Astrophysics

Presenter
  • Biwei Dai
April 3, 2025
IAS
On some non-intrusive implementations of ROM techniques for the effective simulation of engineering problems Thumbnail

On some non-intrusive implementations of ROM techniques for the effective simulation of engineering problems

Presenter
  • Ludovic Chamoin
February 5, 2025
IMSI
Calibration and Validation of Approximate Likelihood Models Thumbnail

Calibration and Validation of Approximate Likelihood Models

Presenter
  • Ann Lee
May 12, 2021
IMSI
What modeling data-rich systems taught me about validating epidemiological models Thumbnail

What modeling data-rich systems taught me about validating epidemiological models

Presenter
  • Stephen Eubank
May 10, 2021
IMSI
How to assess scientific machine learning models? Prediction errors and predictive uncertainty quantification Thumbnail

How to assess scientific machine learning models? Prediction errors and predictive uncertainty quantification

Presenter
  • Matthias Rupp
November 21, 2019
IPAM
UQ Software Thumbnail

UQ Software

Presenter
  • Matthew Parno
June 18, 2015
IMA
UQ Software Thumbnail

UQ Software

Presenter
  • Matthew Parno
June 16, 2015
IMA

Exchangeable random permutations with an application to Bayesian graph matching

Presenter
  • Francesco Gaffi
January 15, 2026
ICERM
Simulation-Informed Decision Making Thumbnail

Simulation-Informed Decision Making

Presenter
  • William Oberkampf
May 11, 2021
IMSI