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Uncertainty Quantification and Generative Modeling Using Multi-fidelity Strategies
Presenter
- Alireza Doostan
March 5, 2025
IMSI
Susanne Horn - Rotating Convection: Idealised Models of Geophysical & Astrophysical Fluid Dynamics
Presenter
- Susanne Horn
January 27, 2025
IPAM
Structure-Preserving Learning of High-Dimensional Lagrangian and Hamiltonian Systems
Presenter
- Boris Krämer
January 8, 2025
ICERM
Formalism-agnostic Composable Quantum Network Modeling
Presenter
- Stefan Krastanov
September 30, 2024
IMSI
Simultaneous reconstruction of phylogenetic trees and transmission trees
Presenter
- Caroline Colijn
September 17, 2024
ICERM
Toward dynamical coupling of neutrino quantum kinetics in relativistic astrophysics
Presenter
- Sherwood Richers
July 9, 2024
ICERM
Understanding diffusion in complex materials using machine learning and a variational approach
Presenter
- Dallas Trinkle
May 16, 2024
IMSI
A Framework for Generalization Analysis of Machine-Learned Interatomic Potentials: A Case Study on Crystalline Defects
Presenter
- Yangshuai Wang
April 9, 2024
IMSI
Pyiron: workflows for the development and assessment of interatomic potentials
Presenter
- Jan Janssen
April 8, 2024
IMSI
Perspectives and Practice for Scientific Machine Learning in Process Systems: Dynamic Surrogacy and Causal Discovery
Presenter
- Jordan Jalving
March 24, 2024
ICERM