Videos

Start date cannot be after end date.
Utilizing Adjoint-Based Techniques to Improve the Accuracy and Reliability in Uncertainty Quantification Thumbnail

Utilizing Adjoint-Based Techniques to Improve the Accuracy and Reliability in Uncertainty Quantification

Presenter
  • Timothy Wildey
February 23, 2016
IMA

Full-Wavefield Inversion: An extreme-scale optimization problem

Presenter
  • Martin Lacasse
June 9, 2016
IMA
Data-Driven Multifidelity Methods for Monte Carlo Estimation and Beyond Thumbnail

Data-Driven Multifidelity Methods for Monte Carlo Estimation and Beyond

Presenter
  • Benjamin Peherstorfer
September 24, 2018
IPAM
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
Multi-fidelity simulations of multiphase flow under uncertainty Thumbnail

Multi-fidelity simulations of multiphase flow under uncertainty

Presenter
  • Daniel Tartakovsky
May 24, 2017
IPAM

Gaussian processes: A hands-on tutorial

Presenter
  • Paris Perdikaris
June 5, 2017
ICERM
Advances in Active Learning and Emulation for Multi-Fidelity Simulations Thumbnail

Advances in Active Learning and Emulation for Multi-Fidelity Simulations

Presenter
  • Chih-Li Sung
April 4, 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
Juliane Mueller - Adaptive Computing and multi-fidelity learning - IPAM at UCLA Thumbnail

Juliane Mueller - Adaptive Computing and multi-fidelity learning - IPAM at UCLA

Presenter
  • Juliane Mueller
May 4, 2023
IPAM

Multifidelity Deep Operator Networks

Presenter
  • Amanda Howard
June 7, 2023
ICERM
Microstructure-Aware Bayesian Materials Discovery Thumbnail

Microstructure-Aware Bayesian Materials Discovery

Presenter
  • Raymundo Arroyave
May 16, 2024
IMSI
Multifidelity stacking networks for physics-informed training Thumbnail

Multifidelity stacking networks for physics-informed training

Presenter
  • Amanda Howard
May 13, 2024
IMSI