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Multiple exciton generation in semiconductor quantum dots and novel molecules: Applications to third generation solar photon conversion
Presenter
- Arthur Nozik
November 1, 2008
IMA
Exploring Global Energy Landscape of Lattice Protein Models via Monte Carlo Methods
Presenter
- Samuel Kou
January 16, 2008
IMA
An overview of hybrid physics/machine learning modelling at Michelin: from rubber manufacturing simulation to real-time tire performance prediction opportunities
Presenter
- Raphael Meunier
December 1, 2025
IMSI
A Galois theorem for machine learning: Functions on symmetric matrices and point clouds via lightweight invariant features
Presenter
- Soledad Villar
June 9, 2025
IMSI
Beyond Generalization: Designing Randomized Experiments to Predict Treatment Effects
Presenter
- Elizabeth Tipton
November 19, 2023
ICERM
When More Data Do Not Provide A Better Description
Presenter
- Matthias Scheffler
October 19, 2018
IPAM
Public Lecture: AI Breakthroughs & Obstacles to Progress, Mathematical and Otherwise
Presenter
- Yann LeCun
February 6, 2018
IPAM
A meta-machine-learning method for identifying effective descriptors of materials properties
Presenter
- Luca Ghiringhelli
October 4, 2017
IPAM
Grain Boundary Physics, Machine Learning, and the "SOAP" Formalism
Presenter
- Gus Hart
November 16, 2016
IPAM
