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Learning Together: Towards foundation models for machine learning interatomic potentials with meta-learning
Presenter
- Alice Allen
April 8, 2024
IMSI
Pyiron: workflows for the development and assessment of interatomic potentials
Presenter
- Jan Janssen
April 8, 2024
IMSI
Atomic cluster expansion for modeling local and semilocal atomic interactions
Presenter
- Ralf Drautz
April 8, 2024
IMSI
Physics-Inspired Machine Learning Methods: A Status Report on Predictive Chemistry
Presenter
- Teresa Head-Gordon
April 8, 2024
IMSI
Bridging Scales in Materials Modeling With Occam-Shaved Machine Learning
Presenter
- Luca Ghiringhelli
March 29, 2024
IMSI
Extrapolating Unconverged GW Energies up to the Complete Basis Set Limit with a Linear Model
Presenter
- Fabien Bruneval
March 28, 2024
IMSI
Wave function accuracy beyond the mode in variation Monte Carlo
Presenter
- Jonathan Weare
March 27, 2024
IMSI
Biological Research and Space Health Enabled by Machine Learning to Support Deep Space Missions
Presenter
- Lauren Sanders
March 24, 2024
ICERM
When big networks are not enough: physics, multifidelity and kernels
Presenter
- Panos Stinis
March 24, 2024
ICERM
Perspectives and Practice for Scientific Machine Learning in Process Systems: Dynamic Surrogacy and Causal Discovery
Presenter
- Jordan Jalving
March 24, 2024
ICERM
Efficient optimization for simulation and real-world applications
Presenter
- Eytan Bakshy
March 24, 2024
ICERM