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Multifidelity stacking networks for physics-informed training
Presenter
- Amanda Howard
May 13, 2024
IMSI
Modeling Molecular Kinetics with Koopman Operators and Kernel-based Learning
Presenter
- Feliks N\u00fcske
May 13, 2024
IMSI
Nonlinear Model Reduction for Slow-Fast Stochastic Systems near Unknown Invariant Manifolds
Presenter
- Sichen Yang
May 13, 2024
IMSI
Modeling rare events. Discovering reaction pathways, slow variables, and committor probabilities with machine learning
Presenter
- Christophe Chipot
April 26, 2024
IMSI
Designing protein models with machine learning and experimental data
Presenter
- Klara Bonneau
April 26, 2024
IMSI
Learning Collective Variables and Kernels from Observations
Presenter
- Ming Zhong
April 26, 2024
IMSI
Learning a Neural Free-Energy Functional from Pair-Correlation Functions
Presenter
- Bernd Ensing
April 25, 2024
IMSI
Manifold coordinates with physical meaning, and applications in MDS data
Presenter
- Hanyu Zhang
April 25, 2024
IMSI
Active learning of Boltzmann samplers and potential energies with quantum mechanical accuracy
Presenter
- Pilar Cossio
April 25, 2024
IMSI