Videos

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Forward and Backward Uncertainty Propagation in Non-linear Shock-dominated Problems

Presenter
  • Didier Lucor
October 11, 2012
ICERM

Introduction to UQ, A Tutorial

Presenter
  • Roger Ghanem
October 9, 2012
ICERM
Climate Model Downscaling: Spatial Models and Uncertainty Quantification Thumbnail

Climate Model Downscaling: Spatial Models and Uncertainty Quantification

Presenter
  • Emily Kang
May 20, 2025
IMSI

Deep learning computational microscopy

Presenter
  • Lei Tian
March 22, 2019
ICERM

CDF Solutions of Stochastic Hyperbolic Equations

Presenter
  • Daniel Tartakovsky
October 11, 2012
ICERM

Data-Driven Mechanistic Models -- Design and Inference

Presenter
  • Babak Shahbaba
April 24, 2020
ICERM
AI-Accelerated Climate Science and Prediction Thumbnail

AI-Accelerated Climate Science and Prediction

Presenter
  • Tapio Schneider
September 21, 2022
IMSI
Multi-model Ensemble Analysis with Neural Network Gaussian Processes Thumbnail

Multi-model Ensemble Analysis with Neural Network Gaussian Processes

Presenter
  • Trevor Harris
September 23, 2022
IMSI

High-dimensional and infinite-dimensional hyperbolic crosses and their applications in approximation and uncertainty quantification

Presenter
  • Dinh Dung
September 19, 2014
ICERM
Graph-based Bayesian Semi-supervised Learning: Prior Design and Posterior Contraction Thumbnail

Graph-based Bayesian Semi-supervised Learning: Prior Design and Posterior Contraction

Presenter
  • Daniel Sanz-Alonso
May 12, 2021
IMSI
Multi-fidelity approaches: Fusing models and data to achieve efficient design, optimization and uncertainty quantification Thumbnail

Multi-fidelity approaches: Fusing models and data to achieve efficient design, optimization and uncertainty quantification

Presenter
  • Karen Willcox
September 18, 2018
IPAM
AI Engineering and Complex Systems Thumbnail

AI Engineering and Complex Systems

Presenter
  • Pramod Khargonekar
March 7, 2025
IMSI