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James Kermode - Multiscale and data-driven methods for the simulation of material failure
Presenter
- James Kermode
April 19, 2023
IPAM
Exploiting the 3D Geometry and the Structure of the World in Deep Learning
Presenter
- Ersin Yumer
May 24, 2019
IPAM
Statistical Relational Learning with Graph Neural Networks
Presenter
- Mathias Niepert
May 22, 2019
IPAM
Euclidean Neural Networks* for Emulating Ab Initio Calculations and Generating Atomic Geometries *also called Tensor Field Networks and 3D Steerable CNNs
Presenter
- Tess Smidt
September 27, 2019
IPAM
Energy Drift in Molecular Dynamics Simulations: What causes it, can we quantify its affects, and should we even try?
Presenter
- Paul Patrone
February 24, 2016
IMA
Learning the committor, free energy profile, and rates with ML-driven path sampling simulations
Presenter
- Roberto Covino
April 22, 2024
IMSI
Applications of TDA to the Understanding of Disease and Drug Discovery
Presenter
- Pek Lum
December 10, 2013
IMA
