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Computational learning of dynamical systems with stability constraints
Presenter
- Peter Benner
January 7, 2025
ICERM
From Data to Structure: Learning Mechanical Systems Via Rational Functions
Presenter
- Steffen W. R. Werner
January 7, 2025
ICERM
Advantages of Weak-Form Equation Learning in Reduced-Order Models for Parametric PDEs
Presenter
- April Tran
January 6, 2025
ICERM
Operator Learning via an Auto-Encoder-Based Nonlinear Model Reduction and its Error Analysis
Presenter
- Rongjie Lai
January 6, 2025
ICERM
Large Eddy Simulation Reduced Order Models (LES-ROMs) for Turbulent Flows
Presenter
- Traian Iliescu
January 6, 2025
ICERM
Robust and Scalable Learning of Gaussian Mixture Models
Presenter
- Kisung You
December 17, 2021
ICERM
Scalable Machine Learning for Predicting the Electronic Structure of Matter
Presenter
- Attila Cangi
March 25, 2024
IMSI
Exploiting linear models for transferability and long-range interactions
Presenter
- Julien Lam
April 11, 2024
IMSI
Understanding generative models for physical systems
Presenter
- Nisha Chandramoorthy
October 6, 2025
IMSI
Leveraging machine learning techniques to support planning and emergency response management for storm surge risk
Presenter
- Alex Taflanidis
March 3, 2025
IMSI