Randomized methods to characterize large-scale vortical flow networks
Bai, Zhe, Erichson, N Benjamin, Gopalakrishnan Meena, Muralikrishnan, Taira, Kunihiko, Brunton, Steven L
Published in PloS one (18.11.2019)
Published in PloS one (18.11.2019)
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Journal Article
Shallow neural networks for fluid flow reconstruction with limited sensors
Erichson, N. Benjamin, Mathelin, Lionel, Yao, Zhewei, Brunton, Steven L., Mahoney, Michael W., Kutz, J. Nathan
Published in Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences (01.06.2020)
Published in Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences (01.06.2020)
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Journal Article
Randomized low-rank Dynamic Mode Decomposition for motion detection
Erichson, N. Benjamin, Donovan, Carl
Published in Computer vision and image understanding (01.05.2016)
Published in Computer vision and image understanding (01.05.2016)
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Journal Article
Randomized nonnegative matrix factorization
Erichson, N. Benjamin, Mendible, Ariana, Wihlborn, Sophie, Kutz, J. Nathan
Published in Pattern recognition letters (01.03.2018)
Published in Pattern recognition letters (01.03.2018)
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Journal Article
Randomized Matrix Decompositions Using R
Erichson, N. Benjamin, Voronin, Sergey, Brunton, Steven L., Kutz, J. Nathan
Published in Journal of statistical software (2019)
Published in Journal of statistical software (2019)
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Journal Article
Randomized CP tensor decomposition
Erichson, N Benjamin, Manohar, Krithika, Brunton, Steven L, Kutz, J Nathan
Published in Machine learning: science and technology (01.06.2020)
Published in Machine learning: science and technology (01.06.2020)
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Journal Article
Learning continuous models for continuous physics
Krishnapriyan, Aditi S., Queiruga, Alejandro F., Erichson, N. Benjamin, Mahoney, Michael W.
Published in Communications physics (03.11.2023)
Published in Communications physics (03.11.2023)
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Journal Article
Multi-resolution Dynamic Mode Decomposition for Foreground/Background Separation and Object Tracking
Kutz, J. Nathan, Xing Fu, Brunton, Steve L., Erichson, N. Benjamin
Published in 2015 IEEE International Conference on Computer Vision Workshop (ICCVW) (01.12.2015)
Published in 2015 IEEE International Conference on Computer Vision Workshop (ICCVW) (01.12.2015)
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Conference Proceeding
Compressed dynamic mode decomposition for background modeling
Erichson, N. Benjamin, Brunton, Steven L., Kutz, J. Nathan
Published in Journal of real-time image processing (01.10.2019)
Published in Journal of real-time image processing (01.10.2019)
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Journal Article
Sparse Principal Component Analysis via Variable Projection
Erichson, N Benjamin, Zheng, Peng, Manohar, Krithika, Brunton, Steven L, Kutz, J Nathan, Aravkin, Aleksandr Y
Published in arXiv.org (28.12.2020)
Published in arXiv.org (28.12.2020)
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Paper
Journal Article
Shallow Neural Networks for Fluid Flow Reconstruction with Limited Sensors
Erichson, N Benjamin, Mathelin, Lionel, Yao, Zhewei, Brunton, Steven L, Mahoney, Michael W, Kutz, J Nathan
Published in arXiv.org (28.12.2020)
Published in arXiv.org (28.12.2020)
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Paper
Journal Article
Randomized Dynamic Mode Decomposition
Erichson, N Benjamin, Mathelin, Lionel, Brunton, Steven L, Kutz, J Nathan
Published in arXiv.org (27.11.2019)
Published in arXiv.org (27.11.2019)
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Paper
Journal Article
Randomized Matrix Decompositions using R
Erichson, N Benjamin, Voronin, Sergey, Brunton, Steven L, Kutz, J Nathan
Published in arXiv.org (26.11.2019)
Published in arXiv.org (26.11.2019)
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Paper
Journal Article
Randomized methods to characterize large-scale vortical flow network
Bai, Zhe, Erichson, N Benjamin, Muralikrishnan Gopalakrishnan Meena, Taira, Kunihiko, Brunton, Steven L
Published in arXiv.org (02.09.2019)
Published in arXiv.org (02.09.2019)
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Paper
Journal Article
Randomized Nonnegative Matrix Factorization
Erichson, N Benjamin, Mendible, Ariana, Wihlborn, Sophie, Kutz, J Nathan
Published in arXiv.org (30.04.2018)
Published in arXiv.org (30.04.2018)
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Paper
Journal Article
Randomized Low-Rank Dynamic Mode Decomposition for Motion Detection
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Paper
Journal Article
Shallow neural networks for fluid flow reconstruction with limited sensors
Erichson, N. Benjamin, Mathelin, Lionel, Yao, Zhewei, Brunton, Steven L., Mahoney, MichaelW, Kutz, J. Nathan
Published in Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences (01.06.2020)
Get full text
Published in Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences (01.06.2020)
Journal Article