Videos

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High-throughput experimentation and machine learning for materials discovery Thumbnail

High-throughput experimentation and machine learning for materials discovery

Presenter
  • Ichiro Takeuchi
October 4, 2017
IPAM
Practical Tutorial on Machine Learning for Electronic Structure Calculations Thumbnail

Practical Tutorial on Machine Learning for Electronic Structure Calculations

Presenter
  • Matthias Rupp
September 16, 2016
IPAM
Deep Learning for Many-Particle Systems Thumbnail

Deep Learning for Many-Particle Systems

Presenter
  • Pierre Baldi
February 27, 2015
IPAM

Cristina Rea - Data-driven learning for disruption prevention and performance optimization

April 16, 2029
IPAM
Deep Learning: Triangle Machine Learning Day - Machine Learning from De-IdentifiedCoded Electronic Health Records (EHRs), David Page Thumbnail

Deep Learning: Triangle Machine Learning Day - Machine Learning from De-IdentifiedCoded Electronic Health Records (EHRs), David Page

September 20, 2019
SAMSI

Boris Kramer - Structure-preserving Lift & Learn: Scientific machine learning for nonlinear conservative partial differential equations

April 17, 2029
IPAM

MOR meets ML: A general framework and what we can learn from it

Presenter
  • Benjamin Unger
January 10, 2025
ICERM
Metric learning for persistence-based summaries and application to graph classification Thumbnail

Metric learning for persistence-based summaries and application to graph classification

Presenter
  • Yusu Wang
April 29, 2019
IPAM
Hybrid-Cooperative Learning for PDEs Thumbnail

Hybrid-Cooperative Learning for PDEs

Presenter
  • Enrique Zuazua
October 27, 2025
IMSI
Recent Advances in Probabilistic Scientific Machine Learning for Chaotic Dynamical Systems Thumbnail

Recent Advances in Probabilistic Scientific Machine Learning for Chaotic Dynamical Systems

Presenter
  • Leonardo Zepeda-Nu\u0301n\u0303ez
June 13, 2025
IMSI

Train Small, Model Big: Data-Driven Scaleup for Large-Scale Physical Simulations

Presenter
  • Youngsoo Choi
January 9, 2025
ICERM
George Barbastathis - On the use of machine learning for computational imaging - IPAM at UCLA Thumbnail

George Barbastathis - On the use of machine learning for computational imaging - IPAM at UCLA

Presenter
  • George Barbastathis
October 11, 2022
IPAM