Videos

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The interplay between physically motivated simulations and machine learning Thumbnail

The interplay between physically motivated simulations and machine learning

Presenter
  • Kyle Cranmer
September 9, 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
Deep Neural Networks Motivated By Differential Equations (Part 1/2) Thumbnail

Deep Neural Networks Motivated By Differential Equations (Part 1/2)

Presenter
  • Lars Ruthotto
September 9, 2019
IPAM
Machine Learning for Drug Design Thumbnail

Machine Learning for Drug Design

Presenter
  • Gianni De Fabritiis
September 6, 2019
IPAM
Manifold Learning Thumbnail

Manifold Learning

Presenter
  • Marina Meila
September 6, 2019
IPAM
Dynamical Systems (Part 2/2) Thumbnail

Dynamical Systems (Part 2/2)

Presenter
  • Steve Brunton
September 6, 2019
IPAM
Intro to Machine Learning (Part 2/2) Thumbnail

Intro to Machine Learning (Part 2/2)

Presenter
  • Frank Noe
September 6, 2019
IPAM
Introduction to Electronic Structure Calculations Thumbnail

Introduction to Electronic Structure Calculations

Presenter
  • Anatole von Lilienfeld
September 5, 2019
IPAM
Constructing Conservation Laws with Machine Learning for Energy Landscapes Thumbnail

Constructing Conservation Laws with Machine Learning for Energy Landscapes

Presenter
  • Tristan Bereau
September 5, 2019
IPAM
Dynamical Systems (Part 1/2) Thumbnail

Dynamical Systems (Part 1/2)

Presenter
  • Steve Brunton
September 5, 2019
IPAM
Intro to Machine Learning (Part 1/2) Thumbnail

Intro to Machine Learning (Part 1/2)

Presenter
  • Frank Noe
September 5, 2019
IPAM
Exploiting the 3D Geometry and the Structure of the World in Deep Learning Thumbnail

Exploiting the 3D Geometry and the Structure of the World in Deep Learning

Presenter
  • Ersin Yumer
May 24, 2019
IPAM