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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
Methods for solution of large optimal control problems that bypass open-loop model reduction
Presenter
- Thomas Bewley
November 18, 2014
IPAM
Model Order Reduction of Energy Networks with a Focus on Hyperbolic Systems
Presenter
- Sara Grundel
March 24, 2020
ICERM