Videos

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Non-Intrusive Algorithms for Measure-Theoretic Propagation of Uncertainties- Errors, Opportunities, and Challenges

Presenter
  • Troy Butler
September 2, 2015
ICERM
Calibrated Inference: Statistical Inference that Accounts for Both Sampling Uncertainty and Distributional Uncertainty Thumbnail

Calibrated Inference: Statistical Inference that Accounts for Both Sampling Uncertainty and Distributional Uncertainty

Presenter
  • Dominik Rothenhaeusler
March 9, 2022
SLMath

History Matching for Inverse Modelling in Physical and Biological Systems

Presenter
  • Peter Challenor
April 24, 2020
ICERM
Model Uncertainty and Uncertainty Quantification Thumbnail

Model Uncertainty and Uncertainty Quantification

August 20, 2018
SAMSI
Hierarchical Bayesian Models for Inverse Problems and Uncertainty Quantification Thumbnail

Hierarchical Bayesian Models for Inverse Problems and Uncertainty Quantification

August 20, 2018
SAMSI

A Two-Stage Markov Chain Monte Carlo Method for Seismic Inversion

Presenter
  • Susan Minkoff
November 9, 2017
ICERM

Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations

Presenter
  • Maziar Raissi
June 7, 2017
ICERM
Tutorial: Uncertainty Quantification in FWI using Ensemble method Thumbnail

Tutorial: Uncertainty Quantification in FWI using Ensemble method

Presenter
  • Romain Brossier
May 2, 2017
IPAM
Probabilistic Hazard Mapping and Uncertainty Quantification Based on Granular Flow Simulations Thumbnail

Probabilistic Hazard Mapping and Uncertainty Quantification Based on Granular Flow Simulations

Presenter
  • Elaine Spiller
December 16, 2013
IMA
Surrogate Response Surfaces in Global Optimization and Uncertainty Quantification of Computationally Expensive Simulations with PDE and Environmental Inverse Applications Thumbnail

Surrogate Response Surfaces in Global Optimization and Uncertainty Quantification of Computationally Expensive Simulations with PDE and Environmental Inverse Applications

Presenter
  • Christine Shoemaker
June 10, 2011
IMA
Advances in certifiable model reduction: parametric LTI systems and operator learning Thumbnail

Advances in certifiable model reduction: parametric LTI systems and operator learning

Presenter
  • Akil Narayan
November 13, 2025
IMSI
Uncertainty Quantification and Generative Modeling Using Multi-fidelity Strategies Thumbnail

Uncertainty Quantification and Generative Modeling Using Multi-fidelity Strategies

Presenter
  • Alireza Doostan
March 5, 2025
IMSI