Concepedia

N. Benjamin Erichson

NB

24

Publications

1.1K

Citations

17

H-Index

2015

Active since

Affiliations

University of California, Berkeley(Current)

University of Washington Applied Physics Laboratory

University of Washington

Google (United States)

Berkeley College

N. Benjamin Erichson is an author at University of California, Berkeley specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningDeep LearningImage AnalysisMachine VisionComputer VisionPattern RecognitionRobot Learning

Publications per year

2015–2025

24

Publications

24

Shallow neural networks for fluid flow reconstruction with limited sensors

N. Benjamin Erichson, Lionel Mathelin, Zhewei Yao et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2020 · 241 citations · Full text

Sparse Principal Component Analysis via Variable Projection

N. Benjamin Erichson, Peng Zheng, Krithika Manohar et al. · SIAM Journal on Applied Mathematics · 2020 · 149 citations · Full text

Engineering, Machine Learning, Data Science +18

Randomized Matrix Decompositions Using <i>R</i>

N. Benjamin Erichson, Sergey Voronin, Steven L. Brunton et al. · Journal of Statistical Software · 2019 · 102 citations · Full text

Engineering, Machine Learning, Data Science +14

Randomized low-rank Dynamic Mode Decomposition for motion detection

N. Benjamin Erichson, Carl Donovan · Computer Vision and Image Understanding · 2016 · 72 citations · Full text

Motion Detection, Image Analysis, Machine Vision +5

Physics-informed Autoencoders for Lyapunov-stable Fluid Flow Prediction

N. Benjamin Erichson, Michael Muehlebach, Michael W. Mahoney · arXiv (Cornell University) · 2019 · 69 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

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