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Comparing Covariate Prioritization via Matching to Machine Learning Methods for Causal Inference using Five Empirical Applications
Presenter
- Luke Keele
January 14, 2019
ICERM
ALAMO: Machine learning from data and first principles
Presenter
- Nick Sahinidis
October 6, 2017
IPAM
Utilizing machine learning to accelerate computational catalyst search
Presenter
- Thomas Bliggard
December 8, 2016
IPAM
Using machine learning to map the structure and predict the properties of materials and molecules
Presenter
- Michele Ceriotti
September 27, 2016
IPAM
Using Machine-Learning to Create Predictive Material Property Models
Presenter
- Chris Wolverton
September 26, 2016
IPAM
Communication Efficient Algorithms for Distributed Machine Learning
Presenter
- Nina Balcan
May 16, 2016
IMA
Tropical Geometry Tools for Machine Learning and Phylogenomics
Presenter
- Ruriko Yoshida
October 23, 2024
ICERM
Physics-Informed Machine Learning of the thermodynamics and kinetics of point defects in alloys
Presenter
- Anjana Talapatra
May 16, 2024
IMSI
A Neural Network Approach to Learning Steady States and Their Stability of Parametric Dynamical Systems
Presenter
- Xiaochuan Tian
May 15, 2024
IMSI