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Nonlinear Model Reduction for Slow-Fast Stochastic Systems near Unknown Invariant Manifolds
Presenter
- Sichen Yang
May 13, 2024
IMSI
Active learning of Boltzmann samplers and potential energies with quantum mechanical accuracy
Presenter
- Pilar Cossio
April 25, 2024
IMSI
A high-bias, low-variance review of data-driven collective variable discovery and enhanced sampling
Presenter
- Andrew Ferguson
April 22, 2024
IMSI
Learning the committor, free energy profile, and rates with ML-driven path sampling simulations
Presenter
- Roberto Covino
April 22, 2024
IMSI
Machine learning at the mesoscale: advances in analyzing and coarse-graining via data-driven approaches
Presenter
- Rose Cersonsky
April 11, 2024
IMSI
Information-theoretic approach to atomic cluster expansion (ACE)
Presenter
- Cas van
April 10, 2024
IMSI
Exploring Compositional and Configurational Chemical Space with Explainable AI
Presenter
- Alexandre Tkatchenko
March 29, 2024
IMSI
Solving Mean-Field Games with Common Noise and Beyond: Exploring Further Application of Signatures
Presenter
- Ruimeng Hu
March 7, 2024
IMSI
Convergence of numerical methods for coupled Cahn-Hilliard and Navier-Stokes equations
Presenter
- Beatrice Riviere
February 12, 2024
ICERM