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H2-Optimal Model Reduction Using Projected Nonlinear Least Squares
Presenter
- Jeffrey Hokanson
February 21, 2020
ICERM
Data-driven Modeling and Optimization of Dissipative Dynamics
Presenter
- Christopher Beattie
February 20, 2020
ICERM
The Loewner framework for model reduction of large-scale systems
Presenter
- Thanos Antoulas
February 18, 2020
ICERM
Tutorial - Introductory Talk - An Introduction to System-theoretic Methods for Model Reduction - Part IV - Interpolatory Methods for Nonlinear Dynamic
Presenter
- Serkan Gugercin
February 13, 2020
ICERM
Nonlinear reduced-order modeling - Using machine learning to enable extreme-scale simulation for many-query problems
Presenter
- Kevin Carlberg
January 29, 2019
ICERM
Bayesian inference and model reduction with observation data
Presenter
- Ben Leimkuhler
October 27, 2016
IPAM
Structured Autoencoders for Operator-theoretic decomposition and Model reduction of Spatio-temporal dynamics
Presenter
- Karthik Duraisamy
March 25, 2020
ICERM
Reduced basis methods for linear fractional elliptic problems
Presenter
- Akil Narayan
March 23, 2020
ICERM
Predictive data science for physical systems- From model reduction to scientific machine learning
Presenter
- Karen Willcox
February 20, 2020
ICERM
Multi-Scale S-Fraction Reduced Order Models for Massive Wavefield Simulations
Presenter
- Mikhail Zaslavsky
November 10, 2017
ICERM