Videos

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Digital Twins and Optimization

Presenter
  • Harbir Antil
January 6, 2025
ICERM
Gaussian Process Regression Constrained by Boundary Value Problems Thumbnail

Gaussian Process Regression Constrained by Boundary Value Problems

Presenter
  • Mamikon Guilan
September 1, 2022
IMSI
Modeling with Rules Thumbnail

Modeling with Rules

Presenter
  • Cynthia Rudin
March 29, 2012
IMA
Michele Ceriotti - Machine learning for atomic-scale modeling - potentials and beyond - IPAM at UCLA Thumbnail

Michele Ceriotti - Machine learning for atomic-scale modeling - potentials and beyond - IPAM at UCLA

Presenter
  • Michele Ceriotti
May 3, 2023
IPAM
Exploring all possible climates with Earth system emulation Thumbnail

Exploring all possible climates with Earth system emulation

Presenter
  • Duncan Watson-Parris
March 31, 2023
IMSI
Systematically Generating Hierarchies of Machine-Learning Models, from Equation Discovery to Deep Neural Networks Thumbnail

Systematically Generating Hierarchies of Machine-Learning Models, from Equation Discovery to Deep Neural Networks

Presenter
  • Tom Beucler
November 4, 2022
IMSI
Serhiy Yanchuk - Adaptive dynamical networks: from multiclusters to recurrent synchronization Thumbnail

Serhiy Yanchuk - Adaptive dynamical networks: from multiclusters to recurrent synchronization

Presenter
  • Serhiy Yanchuk
September 2, 2022
IPAM
Quantum-Chemical Predictions from Coarse-Grained Molecular Representations Thumbnail

Quantum-Chemical Predictions from Coarse-Grained Molecular Representations

Presenter
  • Nick Jackson
April 23, 2024
IMSI
ASTRO Fall Course: Tom Loredo- Hierarchical Bayesian Modeling Thumbnail

ASTRO Fall Course: Tom Loredo- Hierarchical Bayesian Modeling

October 19, 2016
SAMSI
The extended Self Learning Kinetic Monte Carlo Method: now lurking into 3D* Thumbnail

The extended Self Learning Kinetic Monte Carlo Method: now lurking into 3D*

Presenter
  • Talat Rahman
October 25, 2012
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
Steps towards more human-like learning in machines Thumbnail

Steps towards more human-like learning in machines

Presenter
  • Josh Tenenbaum
April 16, 2020
IAS