Videos

Start date cannot be after end date.
Simulation-based inference, interpretability, and experimental design Thumbnail

Simulation-based inference, interpretability, and experimental design

Presenter
  • Kyle Cranmer
October 17, 2019
IPAM
Density functionals from machine learning Thumbnail

Density functionals from machine learning

Presenter
  • Kieron Burke
October 17, 2019
IPAM
Quantum Machine Learning Thumbnail

Quantum Machine Learning

Presenter
  • Anatole von Lilienfeld
October 17, 2019
IPAM
Deep Learning Dive into the Scanning Transmission Electron Microscopy: Materials Design, Learning Physics, and Atomic Manipulation Thumbnail

Deep Learning Dive into the Scanning Transmission Electron Microscopy: Materials Design, Learning Physics, and Atomic Manipulation

Presenter
  • Sergei Kalinin
October 17, 2019
IPAM
Structured Deep Generative Models Thumbnail

Structured Deep Generative Models

Presenter
  • Adji Bousso Dieng
October 16, 2019
IPAM
Interpretability and explainability from a causal lens Thumbnail

Interpretability and explainability from a causal lens

Presenter
  • Judea Pearl
October 16, 2019
IPAM
Learning structured models of physics Thumbnail

Learning structured models of physics

Presenter
  • Peter Battaglia
October 16, 2019
IPAM
Accelerating Scientific Discovery through Interpretable Machine Learning and Intelligent Experimentation Thumbnail

Accelerating Scientific Discovery through Interpretable Machine Learning and Intelligent Experimentation

Presenter
  • Peter Frazier
October 16, 2019
IPAM
Coordinates, governing equations and limits of model discovery Thumbnail

Coordinates, governing equations and limits of model discovery

Presenter
  • J. Nathan Kutz
October 16, 2019
IPAM
Universal Probabilistic Programming in Simulators Thumbnail

Universal Probabilistic Programming in Simulators

Presenter
  • Atilim Gunes Baydin
October 15, 2019
IPAM
Molecular design blueprints: materials and catalysts from new simulation and machine learning tools Thumbnail

Molecular design blueprints: materials and catalysts from new simulation and machine learning tools

Presenter
  • Heather Kulik
October 15, 2019
IPAM
Maximum Entropy Methods for Combining Physics-Based Simulation with Empirical Data Thumbnail

Maximum Entropy Methods for Combining Physics-Based Simulation with Empirical Data

Presenter
  • Andrew White
October 15, 2019
IPAM