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Model Reduction and Fluctuation-Dissipation for Two-Timescale Systems
Presenter
- Marc Kjerland
November 18, 2013
IMA
Train Small, Model Big: Data-Driven Scaleup for Large-Scale Physical Simulations
Presenter
- Youngsoo Choi
January 9, 2025
ICERM
Surrogate modelling by reduced order methods and scientific machine learning for digital twin
Presenter
- Gianluigi Rozza
December 1, 2025
IMSI
Nonlinear Model Reduction for Slow-Fast Stochastic Systems near Unknown Invariant Manifolds
Presenter
- Sichen Yang
May 13, 2024
IMSI
Identifiability and model reduction of pharmacokinetic models of carbon stable isotope breath tests
Presenter
- Andrew Brouwer
October 11, 2023
IMSI
Variable Targeting and Reduction in High-Dimensional Vector Autoregressions
Presenter
- Tucker McElroy
February 21, 2018
IMA
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
Distributed Computing for Physics-Based Data-Driven Reduced Modeling at Scale
Presenter
- Ionut Farcas
January 9, 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
Computational learning of dynamical systems with stability constraints
Presenter
- Peter Benner
January 7, 2025
ICERM