Videos

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Atomistic Materials Simulation Using Quantum-Accurate Interatomic Potentials Thumbnail

Atomistic Materials Simulation Using Quantum-Accurate Interatomic Potentials

Presenter
  • Aidan Thompson
February 25, 2015
IPAM
Properties of Atoms in Molecules via Machine Learning Thumbnail

Properties of Atoms in Molecules via Machine Learning

Presenter
  • Matthias Rupp
February 25, 2015
IPAM
Quantum Chemistry Energy Regression with Deep Scattering Networks Thumbnail

Quantum Chemistry Energy Regression with Deep Scattering Networks

Presenter
  • Stéphane Mallat
February 25, 2015
IPAM
Machine Learning Models in Chemical Space Thumbnail

Machine Learning Models in Chemical Space

Presenter
  • Anatole von Lilienfeld
February 25, 2015
IPAM
Exploring the Topology of Data in Materials Science Thumbnail

Exploring the Topology of Data in Materials Science

Presenter
  • Krishna Rajan
February 25, 2015
IPAM
Multiscale characterization of macromolecular dynamics Thumbnail

Multiscale characterization of macromolecular dynamics

Presenter
  • Cecilia Clementi
February 24, 2015
IPAM
Simulation of biomolecules: a hierarchical approach Thumbnail

Simulation of biomolecules: a hierarchical approach

Presenter
  • Peter Minary
February 24, 2015
IPAM
High-throughput Data and New representations for Models and Machine Learning Thumbnail

High-throughput Data and New representations for Models and Machine Learning

Presenter
  • Gus Hart
February 24, 2015
IPAM
Many Particles, Collective Variables, and Machine Learning Thumbnail

Many Particles, Collective Variables, and Machine Learning

Presenter
  • Alexandre Tkatchenko
February 24, 2015
IPAM
Finding density functionals with machine learning Thumbnail

Finding density functionals with machine learning

Presenter
  • Kieron Burke
February 23, 2015
IPAM
Information theory of algorithms Thumbnail

Information theory of algorithms

Presenter
  • Joachim Buhmann
February 23, 2015
IPAM
Big Data of Materials Science -- Critical Role of the Descriptor(*) Thumbnail

Big Data of Materials Science -- Critical Role of the Descriptor(*)

Presenter
  • Matthias Scheffler
February 23, 2015
IPAM