Videos

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Machine Learning Representation for Materials Thumbnail

Machine Learning Representation for Materials

Presenter
  • Klaus-Robert Müller
February 23, 2015
IPAM

Operator Learning For Solving PDE-related Problems.

Presenter
  • zecheng zhang
June 7, 2023
ICERM

Transfer learning for surrogate models of PDEs

Presenter
  • Adrienne Propp
June 6, 2023
ICERM
How to learn from a single network: Relational learning for social network domains Thumbnail

How to learn from a single network: Relational learning for social network domains

Presenter
  • Jennifer Neville
March 28, 2012
IMA
Steve Brunton - Machine Learning for Scientific Discovery, with Examples in Fluid Mechanics Thumbnail

Steve Brunton - Machine Learning for Scientific Discovery, with Examples in Fluid Mechanics

Presenter
  • Steve Brunton
January 24, 2023
IPAM
Assessing Transfer Learning Thumbnail

Assessing Transfer Learning

Presenter
  • Haoyang Cao
May 26, 2022
IMSI
Deep Learning: Triangle Machine Learning Day - Machine Learning for 3D Imaging, Sayan Mukherjee Thumbnail

Deep Learning: Triangle Machine Learning Day - Machine Learning for 3D Imaging, Sayan Mukherjee

September 20, 2019
SAMSI
Deep Learning: Triangle Machine Learning Day - Active Learning for Probabilistic Record Linkage, Ted Enamorado Thumbnail

Deep Learning: Triangle Machine Learning Day - Active Learning for Probabilistic Record Linkage, Ted Enamorado

September 20, 2019
SAMSI

Physics Constrained Machine Learning for Scientific Computing

Presenter
  • Danielle Robinson
March 23, 2024
ICERM

Enforcing Structure in Scientific Machine Learning for Computational Decision Support & Digital Twins

Presenter
  • Karthik Duraisamy
March 23, 2024
ICERM
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
Bistra Dilkina - Machine Learning for MIP Solving - IPAM at UCLA Thumbnail

Bistra Dilkina - Machine Learning for MIP Solving - IPAM at UCLA

Presenter
  • Bistra Dilkina
February 27, 2023
IPAM