Concepedia

Hayden Schaeffer

HS

24

Publications

1.6K

Citations

15

H-Index

1986

Active since

Affiliations

University of California, Los Angeles(Current)

Carnegie Mellon University

University of Waterloo

Florida State University

California Institute of Technology

Hayden Schaeffer is an author at University of California, Los Angeles specializing in engineering, numerical analysis, and inverse problems.

Top concepts

EngineeringData ScienceInverse ProblemsNumerical AnalysisMachine LearningCompressive SensingComputer ScienceApproximation TheoryStatisticsNonlinear Dynamics

Publications per year

1986–2025

24

Publications

24

Learning partial differential equations via data discovery and sparse optimization

Hayden Schaeffer · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2017 · 431 citations · Full text

Numerical Analysis, Nonlinear System Identification, Sparse Representation +15

Sparse model selection via integral terms

Hayden Schaeffer, Scott G. McCalla · Physical review. E · 2017 · 215 citations

Nonlinear System Identification, Parameter Identification, Sparse Representation +14

Sparse dynamics for partial differential equations

Hayden Schaeffer, Russel E. Caflisch, Cory D. Hauck et al. · Proceedings of the National Academy of Sciences · 2013 · 176 citations · Full text

On the Convergence of the SINDy Algorithm

Linan Zhang, Hayden Schaeffer · Multiscale Modeling and Simulation · 2019 · 148 citations

Numerical Analysis, Mathematical Programming, Engineering +16

A Low Patch-Rank Interpretation of Texture

Hayden Schaeffer, Stanley Osher · SIAM Journal on Imaging Sciences · 2013 · 138 citations

Robust Feature, Machine Vision, Image Analysis +14

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