Videos

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Machine learning: from genetics to gene editing to protein optimization Thumbnail

Machine learning: from genetics to gene editing to protein optimization

Presenter
  • Jennifer Listgarten
November 8, 2018
IPAM
Physics-Constrained Data-Driven Modeling : A Vision for Prediction, Design and Operation of Complex Systems Thumbnail

Physics-Constrained Data-Driven Modeling : A Vision for Prediction, Design and Operation of Complex Systems

Presenter
  • Karthik Duraisamy
March 8, 2018
IMA
Machine learning methods for physics and chemistry 2: Deep learning Thumbnail

Machine learning methods for physics and chemistry 2: Deep learning

Presenter
  • Frank Noé
September 15, 2017
IPAM
Machine learning methods for physics and chemistry 1: Regression and Kernel methods Thumbnail

Machine learning methods for physics and chemistry 1: Regression and Kernel methods

Presenter
  • Frank Noé
September 15, 2017
IPAM
Machine Learning for the Materials World Thumbnail

Machine Learning for the Materials World

Presenter
  • Efthimios (Tim) Kaxiras
December 5, 2016
IPAM
Machine learning of chemical reactions Thumbnail

Machine learning of chemical reactions

Presenter
  • Graeme Henkelman
October 24, 2016
IPAM
Machine Learning for Materials Discovery: Low-LTC Compounds, Grain Boundaries, Superlattices and RNAs Thumbnail

Machine Learning for Materials Discovery: Low-LTC Compounds, Grain Boundaries, Superlattices and RNAs

Presenter
  • Koji Tsuda
September 30, 2016
IPAM
Machine Learning meets Quantum Chemistry Thumbnail

Machine Learning meets Quantum Chemistry

Presenter
  • Klaus-Robert Müller
September 26, 2016
IPAM
Machine Learning in Materials Science: Recent Progress and Critical Next Steps Thumbnail

Machine Learning in Materials Science: Recent Progress and Critical Next Steps

Presenter
  • Rampi Ramprasad
September 26, 2016
IPAM
Optimization, Learning, and Processes Thumbnail

Optimization, Learning, and Processes

Presenter
  • Stephen Wright
February 22, 2016
IMA
Machine learning, fibre bundles and biological morphology Thumbnail

Machine learning, fibre bundles and biological morphology

Presenter
  • Tingran Gao
February 11, 2016
IPAM
Machine learning, fibre bundles and biological morphology: Introduction Thumbnail

Machine learning, fibre bundles and biological morphology: Introduction

Presenter
  • Ingrid Daubechies
February 11, 2016
IPAM