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Bridging Scales in Materials Modeling With Occam-Shaved Machine Learning
Presenter
- Luca Ghiringhelli
March 29, 2024
IMSI
Overview of classical ML: unsupervised learning and regularized regression
Presenter
- Luca Ghiringhelli
March 11, 2024
IMSI
A meta-machine-learning method for identifying effective descriptors of materials properties
Presenter
- Luca Ghiringhelli
October 4, 2017
IPAM
Search for Minimum Energy Paths: Nudged Elastic Band and Beyond
Presenter
- Luca Ghiringhelli
July 25, 2014
IPAM
Big Data of Materials Science -- Critical Role of the Descriptor(*)
Presenter
- Matthias Scheffler
February 23, 2015
IPAM
Subgroup Discovery for Assessing the Domain of Applicability of Machine Learning Models
Presenter
- Chris Sutton
November 21, 2019
IPAM
Learning Reduced-Order Models for Cardiovascular Simulations using Graph Neural Networks
Presenter
- Luca Pegolotti
June 6, 2023
ICERM
Demand Inertia and the Hidden Impact of Pharmacy Benefit Managers
Presenter
- Luca Maini
May 16, 2023
IMSI
Distortion for II_1 multifactor inclusions and bimodules
Presenter
- Luca Giorgetti
January 28, 2021
IPAM
Certifiable Perception for Robots and Autonomous Vehicles: From Robust Algorithms to Robust Systems
Presenter
- Luca Carlone
October 26, 2020
IPAM