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Learning dynamical systems from time- and frequency-response data
Presenter
- Serkan Gugercin
November 11, 2025
IMSI
Short Talk: Interpretable and flexible non-intrusive reduced-order models using reproducing kernel Hilbert spaces
Presenter
- Shane McQuarrie
November 11, 2025
IMSI
Data-driven Balanced Truncation for Learning Mechanical Systems
Presenter
- Steffen Werner
November 11, 2025
IMSI
Reduced-order models informed by observations and simulated data
Presenter
- Daniel Tartakovsky
November 10, 2025
IMSI
Amortized Full-Waveform Inference with learned Summary Statistics
Presenter
- Felix Herrmann
November 10, 2025
IMSI
Complexity reduction in the solution of parametrized PDEs
Presenter
- Stefania Fresca
November 10, 2025
IMSI
Exponential Decay of Sensitivity in Control and Other Graph-Indexed Optimization Problems and Consequences for Digital Twins.
Presenter
- Mihai Anitescu
October 31, 2025
IMSI
Hyper-Differential Sensitivity Analysis for Updating Optimal Control Solutions
Presenter
- Bart van
October 31, 2025
IMSI
Operator-Theoretic Learning and Control: A Paradigm Shift in Stochastic Systems Theory
Presenter
- Boris Houska
October 31, 2025
IMSI