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MOR meets ML: A general framework and what we can learn from it
Presenter
- Benjamin Unger
January 10, 2025
ICERM
Some progress on low rank methods for time dependent equations
Presenter
- Yingda Cheng
January 10, 2025
ICERM
A Neural Network Approach to Learning Steady States and Their Stability of Parametric Dynamical Systems
Presenter
- Xiaochuan Tian
January 9, 2025
ICERM
Optimal Tensor Algebras with Applications to Reduced Order Modeling
Presenter
- Elizabeth Newman
January 9, 2025
ICERM
Train Small, Model Big: Data-Driven Scaleup for Large-Scale Physical Simulations
Presenter
- Youngsoo Choi
January 9, 2025
ICERM
Distributed Computing for Physics-Based Data-Driven Reduced Modeling at Scale
Presenter
- Ionut Farcas
January 9, 2025
ICERM
Reduced order model enhanced preconditioner for parametric radiative transfer equation
Presenter
- Zhichao Peng
January 9, 2025
ICERM
Efficient Dynamical Low-Rank Methods for the Nonlinear Multiscale Boltzmann Equation
Presenter
- Jingwei Hu
January 8, 2025
ICERM
Elements of analysis of the nonlinear compressive reduced basis for the approximation of parameter dependant PDE's
Presenter
- Yvon Maday
January 8, 2025
ICERM
Structure-Preserving Learning of High-Dimensional Lagrangian and Hamiltonian Systems
Presenter
- Boris Krämer
January 8, 2025
ICERM
Exploiting Structure via Nested Operator Inference in Physics-Based Learning
Presenter
- Nicole Aretz
January 7, 2025
ICERM