Videos

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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
Data-driven Balanced Truncation for Learning Mechanical Systems Thumbnail

Data-driven Balanced Truncation for Learning Mechanical Systems

Presenter
  • Steffen Werner
November 11, 2025
IMSI

Kinetic Theory: Novel Statistical, Stochastic and Analytical Methods: Flow Maps: Flow-based generative models with lightning-fast inference

Presenter
  • Nicholas Boffi
October 21, 2025
SLMath
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
Understanding the Functions of Oscillatory LFP - Friedrich Sommer, University of California-Berkeley Thumbnail

Understanding the Functions of Oscillatory LFP - Friedrich Sommer, University of California-Berkeley

August 18, 2015
SAMSI