Videos

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Structure-exploiting sparse grid approximations for efficient uncertainty quantification and surrogate model construction Thumbnail

Structure-exploiting sparse grid approximations for efficient uncertainty quantification and surrogate model construction

Presenter
  • Ionut Farcas
February 21, 2024
IMSI
Uncertainty Quantification of an ergodic process, and its application in Simulated-Based Optimization problems Thumbnail

Uncertainty Quantification of an ergodic process, and its application in Simulated-Based Optimization problems

Presenter
  • Pooriya Beyhaghi
November 13, 2014
IPAM
Uncertainty quantification of shock interactions with complex environments Thumbnail

Uncertainty quantification of shock interactions with complex environments

Presenter
  • George Papanicolaou
June 3, 2011
IMA
Combining Stochastic Parameterized Reduced Order Models with Machine Learning for Data Assimilation and Uncertainty Quantification with Partial Observations Thumbnail

Combining Stochastic Parameterized Reduced Order Models with Machine Learning for Data Assimilation and Uncertainty Quantification with Partial Observations

Presenter
  • Nan Chen
October 31, 2022
IMSI
Learning with Uncertainty on Dynamic Manifolds Thumbnail

Learning with Uncertainty on Dynamic Manifolds

Presenter
  • Daniel Tartakovsky
May 13, 2021
IMSI
Uncertainty in wave propagation and imaging in random media Thumbnail

Uncertainty in wave propagation and imaging in random media

Presenter
  • Josselin Garnier
November 13, 2017
IPAM
Computational Methods for Design under Uncertainty in Accelerating the Innovation of Complex Material Systems Thumbnail

Computational Methods for Design under Uncertainty in Accelerating the Innovation of Complex Material Systems

Presenter
  • Wei Chen
March 5, 2025
IMSI
Global Geophysical Inversion and Uncertainty Quantification Thumbnail

Global Geophysical Inversion and Uncertainty Quantification

Presenter
  • Mrinal Sen
March 21, 2017
IPAM
Tutorial on Conformal Prediction and Distribution-Free Uncertainty Quantification Thumbnail

Tutorial on Conformal Prediction and Distribution-Free Uncertainty Quantification

Presenter
  • Anastasios Angelopoulos
March 31, 2023
IMSI
Data-Driven Discovery of Geophysical Dynamics with Uncertainty Quantification Thumbnail

Data-Driven Discovery of Geophysical Dynamics with Uncertainty Quantification

Presenter
  • Chris Wikle
September 23, 2022
IMSI
Low-rank tensor methods for simulation, optimization and uncertainty quantification of parametric PDEs Thumbnail

Low-rank tensor methods for simulation, optimization and uncertainty quantification of parametric PDEs

Presenter
  • Peter Benner
October 15, 2018
IPAM

Scaling Up Bayesian Neural Networks with Neural Networks

Presenter
  • Babak Shahbaba
January 12, 2026
ICERM