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Model order reduction: Approximate yet accurate surrogates for large-scale simulation
Presenter
- Karen Willcox
September 17, 2018
IPAM
Multi-fidelity approaches: Fusing models and data to achieve efficient design, optimization and uncertainty quantification
Presenter
- Karen Willcox
September 18, 2018
IPAM
Learning low-dimensional models: Nonlinear model reduction via lifting transformations and proper orthogonal decomposition
Presenter
- Karen Willcox
October 15, 2018
IPAM
Data-Driven Multifidelity Methods for Monte Carlo Estimation and Beyond
Presenter
- Benjamin Peherstorfer
September 24, 2018
IPAM
Predictive data science for physical systems- From model reduction to scientific machine learning
Presenter
- Karen Willcox
February 20, 2020
ICERM