Videos

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Machine Learning and Dynamical Systems meet in Reproducing Kernel Hilbert Spaces Thumbnail

Machine Learning and Dynamical Systems meet in Reproducing Kernel Hilbert Spaces

Presenter
  • Boumediene Hamzi
October 28, 2019
IPAM
Machine Learning for Fluid Mechanics Thumbnail

Machine Learning for Fluid Mechanics

Presenter
  • Petros Koumoutsakos
October 28, 2019
IPAM
Machine learning for molecular simulations: priors and predictive constraints Thumbnail

Machine learning for molecular simulations: priors and predictive constraints

Presenter
  • Tristan Bereau
October 18, 2019
IPAM
Machine Learning Thumbnail

Machine Learning

Presenter
  • Surya Ganguli
October 18, 2019
IAS
Machine learning based multi-scale modeling Thumbnail

Machine learning based multi-scale modeling

Presenter
  • Weinan E
October 15, 2019
IPAM
Machine-learning for materials and physics discovery through symbolic regression and kernel methods Thumbnail

Machine-learning for materials and physics discovery through symbolic regression and kernel methods

Presenter
  • Richard Hennig
September 26, 2019
IPAM
Machine learning for lattice field theory Thumbnail

Machine learning for lattice field theory

Presenter
  • Phiala Shanahan
September 26, 2019
IPAM
Machine Learning of Quantum Chemical Space Thumbnail

Machine Learning of Quantum Chemical Space

Presenter
  • Alexandre Tkatchenko
September 23, 2019
IPAM
Machine learning-enabled enhanced sampling in biomolecular simulation and data-driven design of self-assembling photonic crystals and optoelectonic π-conjugated oligopeptides Thumbnail

Machine learning-enabled enhanced sampling in biomolecular simulation and data-driven design of self-assembling photonic crystals and optoelectonic π-conjugated oligopeptides

Presenter
  • Andrew Ferguson
September 9, 2019
IPAM
Machine Learning for Drug Design Thumbnail

Machine Learning for Drug Design

Presenter
  • Gianni De Fabritiis
September 6, 2019
IPAM
Machine learning approaches for a few optimization problems involving lines-of-sight Thumbnail

Machine learning approaches for a few optimization problems involving lines-of-sight

Presenter
  • Richard Tsai
May 2, 2019
IPAM

Machine learning and multi-scale modeling

January 28, 2019
ICERM