Samuel H. Rudy

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 6

Top Topics

Bregman Divergences

Relative Entropy

Ambrosio Tortorelli

Top Venues

J. Comput. Phys.

SIAM J. Appl. Dyn. Syst.

Publications

Samuel H. Rudy, Themistoklis P. Sapsis
Output-weighted and relative entropy loss functions for deep learning precursors of extreme events. CoRR (2021)
Samuel H. Rudy, Themistoklis P. Sapsis
Sparse Methods for Automatic Relevance Determination. CoRR (2020)
Samuel H. Rudy, Alessandro Alla, Steven L. Brunton, J. Nathan Kutz
Data-Driven Identification of Parametric Partial Differential Equations. SIAM J. Appl. Dyn. Syst. 18 (2) (2019)
Samuel H. Rudy, J. Nathan Kutz, Steven L. Brunton
Deep learning of dynamics and signal-noise decomposition with time-stepping constraints. J. Comput. Phys. 396 (2019)
Samuel H. Rudy, Steven L. Brunton, J. Nathan Kutz
Smoothing and parameter estimation by soft-adherence to governing equations. J. Comput. Phys. 398 (2019)
J. Nathan Kutz, Samuel H. Rudy, Alessandro Alla, Steven L. Brunton
Data-Driven discovery of governing physical laws and their parametric dependencies in engineering, physics and biology. CAMSAP (2017)