Samuel H. Rudy

According to our database, Samuel H. Rudy authored at least 6 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Output-weighted and relative entropy loss functions for deep learning precursors of extreme events.

Samuel H. Rudy, Themistoklis P. Sapsis

CoRR, 2021

2020

Sparse Methods for Automatic Relevance Determination.

Samuel H. Rudy, Themistoklis P. Sapsis

CoRR, 2020

2019

Data-Driven Identification of Parametric Partial Differential Equations.

Samuel H. Rudy, Alessandro Alla, Steven L. Brunton, J. Nathan Kutz

SIAM J. Appl. Dyn. Syst., 2019

Deep learning of dynamics and signal-noise decomposition with time-stepping constraints.

Samuel H. Rudy, J. Nathan Kutz, Steven L. Brunton

J. Comput. Phys., 2019

Smoothing and parameter estimation by soft-adherence to governing equations.

Samuel H. Rudy, Steven L. Brunton, J. Nathan Kutz

J. Comput. Phys., 2019

2017

Data-Driven discovery of governing physical laws and their parametric dependencies in engineering, physics and biology.

J. Nathan Kutz, Samuel H. Rudy, Alessandro Alla, Steven L. Brunton

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017