Concepedia

Samuel Rudy

SR

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Publications

11

Citations

2.1K

H-Index

11

Active since

2017

Affiliations

University of Washington Applied Physics Laboratory(Current)

University of Washington

Massachusetts Institute of Technology

Samuel Rudy is an author at University of Washington Applied Physics Laboratory specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningStatisticsDeep LearningKnowledge DiscoveryStatistical InferenceSystem IdentificationFunctional Data AnalysisNumerical Analysis

Publications per year

2017–2022

11

Publications

11

Data-driven discovery of partial differential equations

Samuel Rudy, Steven L. Brunton, Joshua L. Proctor et al. · Science Advances · 2017 · 1.5K citations · Full text

Data-driven identification of parametric partial differential equations

Samuel Rudy, Alessandro Alla, Steven L. Brunton et al. · IRIS Research product catalog (Sapienza University of Rome) · 2019 · 291 citations · Full text

Numerical Analysis, Engineering, Machine Learning +16

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

Samuel Rudy, J. Nathan Kutz, Steven L. Brunton · Journal of Computational Physics · 2019 · 178 citations · Full text

Recurrent Neural Network, Engineering, Machine Learning +7

Data-Driven Identification of Parametric Partial Differential Equations

Samuel Rudy, Alessandro Alla, Steven L. Brunton et al. · SIAM Journal on Applied Dynamical Systems · 2019 · 19 citations · Full text

Numerical Analysis, Engineering, Machine Learning +16

Sparse methods for automatic relevance determination

Samuel Rudy, Themistoklis P. Sapsis · Physica D Nonlinear Phenomena · 2021 · 18 citations · Full text

Natural Language Processing, Engineering, Information Retrieval +9

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