Videos

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Electron hydrodynamics with a polygon Fermi surface Thumbnail

Electron hydrodynamics with a polygon Fermi surface

Presenter
  • Andrew Lucas
January 13, 2020
IPAM
Electron-electron interactions in graphene systems with narrow bands: dependence on layer arrangement and coupling to the substrate Thumbnail

Electron-electron interactions in graphene systems with narrow bands: dependence on layer arrangement and coupling to the substrate

Presenter
  • Francisco Guinea
January 13, 2020
IPAM
Bayesian Experimental Design in the Physical Sciences Thumbnail

Bayesian Experimental Design in the Physical Sciences

Presenter
  • Yuxin Chen
November 22, 2019
IPAM
Representation and regression problems for molecular structure and dynamics Thumbnail

Representation and regression problems for molecular structure and dynamics

Presenter
  • Gabor Csanyi
November 22, 2019
IPAM
Spectral Methods for High Dimensional Inference Thumbnail

Spectral Methods for High Dimensional Inference

Presenter
  • Yue Lu
November 22, 2019
IPAM
How to assess scientific machine learning models? Prediction errors and predictive uncertainty quantification Thumbnail

How to assess scientific machine learning models? Prediction errors and predictive uncertainty quantification

Presenter
  • Matthias Rupp
November 21, 2019
IPAM
Subgroup Discovery for Assessing the Domain of Applicability of Machine Learning Models Thumbnail

Subgroup Discovery for Assessing the Domain of Applicability of Machine Learning Models

Presenter
  • Chris Sutton
November 21, 2019
IPAM
Graph neural networks for combinatorial optimization problems Thumbnail

Graph neural networks for combinatorial optimization problems

Presenter
  • Soledad Villar
November 21, 2019
IPAM
Machine learning with neural networks: the importance of data structure Thumbnail

Machine learning with neural networks: the importance of data structure

Presenter
  • Marc Mezard
November 21, 2019
IPAM
Boltzmann Trees: a physically inspired randomization for robust modeling of physical data Thumbnail

Boltzmann Trees: a physically inspired randomization for robust modeling of physical data

Presenter
  • Maxwell Hutchinson
November 20, 2019
IPAM
Innovating machine learning with near-term quantum computing Thumbnail

Innovating machine learning with near-term quantum computing

Presenter
  • Maria Schuld
November 20, 2019
IPAM
On the existence of wide flat minima in neural network landscapes: analytic and algorithm approaches Thumbnail

On the existence of wide flat minima in neural network landscapes: analytic and algorithm approaches

Presenter
  • Carlo Baldassi
November 20, 2019
IPAM