Videos

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Understanding generative models for physical systems Thumbnail

Understanding generative models for physical systems

Presenter
  • Nisha Chandramoorthy
October 6, 2025
IMSI
Solving Heterogeneous Agent Models with the Master Equation Thumbnail

Solving Heterogeneous Agent Models with the Master Equation

Presenter
  • Adrien Bilal
October 28, 2021
IMSI
Inference for Spatio-Temporal Changes of Arctic Sea Ice Thumbnail

Inference for Spatio-Temporal Changes of Arctic Sea Ice

Presenter
  • Noel Cressie
April 26, 2018
IMA

Operator Learning via an Auto-Encoder-Based Nonlinear Model Reduction and its Error Analysis

Presenter
  • Rongjie Lai
January 6, 2025
ICERM
Efficient Dimension Reduction with Guarantees, from Clustering to Hashing Thumbnail

Efficient Dimension Reduction with Guarantees, from Clustering to Hashing

Presenter
  • Rachel Ward
September 15, 2016
IMA

Structure-Preserving Model Reduction of Quasi-Active Neurons

Presenter
  • Steve Cox
April 9, 2013
MBI
Tensor Data Analysis and Some Applications in Neuroscience Thumbnail

Tensor Data Analysis and Some Applications in Neuroscience

Presenter
  • Lexin Li
May 7, 2025
IMSI

Machine-Learned Finite Element Exterior Calculus for Linear and Nonlinear Problems

Presenter
  • Jonas Actor
June 6, 2023
ICERM

Exploiting Structure via Nested Operator Inference in Physics-Based Learning

Presenter
  • Nicole Aretz
January 7, 2025
ICERM

Distributed Computing for Physics-Based Data-Driven Reduced Modeling at Scale

Presenter
  • Ionut Farcas
January 9, 2025
ICERM
Learning reaction coordinates and finding optimal model parameters from sampled trajectory ensembles Thumbnail

Learning reaction coordinates and finding optimal model parameters from sampled trajectory ensembles

Presenter
  • Peter Bolhuis
April 24, 2024
IMSI
Manifold models for signal acquisition, compression, and processing Thumbnail

Manifold models for signal acquisition, compression, and processing

Presenter
  • Richard Baraniuk
October 27, 2008
IMA