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Samuel H. Rudy

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2020 – today

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2021
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  - journals/corr/abs-2112-00825
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Samuel H. Rudy, Themistoklis P. Sapsis:
Output-weighted and relative entropy loss functions for deep learning precursors of extreme events. CoRR abs/2112.00825 (2021)
2020
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  - journals/corr/abs-2005-08741
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Samuel H. Rudy, Themistoklis P. Sapsis:
Sparse Methods for Automatic Relevance Determination. CoRR abs/2005.08741 (2020)

2010 – 2019

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2019
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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: 483-506 (2019)
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Samuel H. Rudy, Steven L. Brunton, J. Nathan Kutz:
Smoothing and parameter estimation by soft-adherence to governing equations. J. Comput. Phys. 398 (2019)
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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): 643-660 (2019)
2017
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  - conf/camsap/KutzRAB17
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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: 1-5

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