Videos

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Charge Optimized Many-Body (COMB) Potentials for Simulation of Complex Materials Structures: Applications and Rational Design Thumbnail

Charge Optimized Many-Body (COMB) Potentials for Simulation of Complex Materials Structures: Applications and Rational Design

Presenter
  • Simon Phillpot
October 25, 2016
IPAM
Real Time High Fidelity Bayesian Inversion, Prediction, and Optimal Sensor Placement for Large Scale LTI Systems Governed by Wave Equations, with Application to a Digital Twin for Tsunami Early Warning Thumbnail

Real Time High Fidelity Bayesian Inversion, Prediction, and Optimal Sensor Placement for Large Scale LTI Systems Governed by Wave Equations, with Application to a Digital Twin for Tsunami Early Warning

Presenter
  • Omar Ghattas
November 13, 2025
IMSI
Generating Representative Point Samples from Probability Distributions Thumbnail

Generating Representative Point Samples from Probability Distributions

Presenter
  • Nathan Kirk
March 31, 2025
IMSI
Concepts in Global Sensitivity Analysis Thumbnail

Concepts in Global Sensitivity Analysis

Presenter
  • Paul Constantine
June 23, 2015
IMA

Machine Learning & HPC Enabled Prediction in Tokamaks

Presenter
  • William Tang
September 13, 2025
ICERM
Markos Katsoulakis - Hamilton-Jacobi Equations, Mean-Field Games, and Optimal Control for Robust ML Thumbnail

Markos Katsoulakis - Hamilton-Jacobi Equations, Mean-Field Games, and Optimal Control for Robust ML

Presenter
  • Markos Katsoulakis
July 17, 2025
IPAM
Upscaling of dislocation dynamics via automated on-the-fly active learning workflows from atomistics Thumbnail

Upscaling of dislocation dynamics via automated on-the-fly active learning workflows from atomistics

Presenter
  • Soumendu Bagchi
May 14, 2024
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
Computational Statistics Meets Materials Science: Advances in UQ, OED, and SciML Thumbnail

Computational Statistics Meets Materials Science: Advances in UQ, OED, and SciML

Presenter
  • Anh Tran
April 22, 2025
IMSI
Molecular design blueprints: materials and catalysts from new simulation and machine learning tools Thumbnail

Molecular design blueprints: materials and catalysts from new simulation and machine learning tools

Presenter
  • Heather Kulik
October 15, 2019
IPAM
Complexity vs Parsimony: The Challenge of Building Effective Nonlinear Dynamical Spatio-Temporal Forecasting Model Thumbnail

Complexity vs Parsimony: The Challenge of Building Effective Nonlinear Dynamical Spatio-Temporal Forecasting Model

Presenter
  • Chris Wikle
April 23, 2018
IMA
The adjoint-state method applied to the kinematic source inversion: from a benchmark to a real earthquake Thumbnail

The adjoint-state method applied to the kinematic source inversion: from a benchmark to a real earthquake

Presenter
  • Jean Virieux
May 5, 2017
IPAM