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Erichson, N. Benjamin
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1

Learning continuous models for continuous physics:

Krishnapriyan, Aditi S. ; Queiruga, Alejandro F. ; Erichson, N. Benjamin.
Communications Physics.  6 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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2

Randomized CP tensor decomposition:

Erichson, N Benjamin ; Manohar, Krithika ; Brunton, Steven L.
Machine Learning: Science and Technology.  1 (2020)  2 - p. 025012 , 2020
Link: https://doi.org/10.1088/..
 
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3

Shallow neural networks for fluid flow reconstruction with ..:

Erichson, N. Benjamin ; Mathelin, Lionel ; Yao, Zhewei...
Proceedings: Mathematical, Physical and Engineering Sciences.  476 (2020)  2238 - p. 1-25 , 2020
Link: https://www.jstor.org/st..
 
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4

Randomized methods to characterize large-scale vortical flo..:

Bai, Zhe ; Erichson, N. Benjamin ; Gopalakrishnan Meena, Muralikrishnan...
PLOS ONE.  14 (2019)  11 - p. e0225265 , 2019
Link: https://doi.org/10.1371/..
 
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5

Randomized Dynamic Mode Decomposition:

Erichson, N. Benjamin ; Mathelin, Lionel ; Kutz, J. Nathan.
SIAM Journal on Applied Dynamical Systems.  18 (2019)  4 - p. 1867-1891 , 2019
Link: https://doi.org/10.1137/..
 
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6

Scalable diagnostics for global atmospheric chemistry using..:

Velegar, Meghana ; Erichson, N. Benjamin ; Keller, Christoph A..
Geoscientific Model Development.  12 (2019)  4 - p. 1525-1539 , 2019
Link: https://doi.org/10.5194/..
 
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7

RetinaMatch: Efficient Template Matching of Retina Images f..:

Gong, Chen ; Erichson, N. Benjamin ; Kelly, John P....
IEEE Transactions on Medical Imaging.  38 (2019)  8 - p. 1993-2004 , 2019
Link: https://doi.org/10.1109/..
 
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8

Randomized nonnegative matrix factorization:

Erichson, N. Benjamin ; Mendible, Ariana ; Wihlborn, Sophie.
Pattern Recognition Letters.  104 (2018)  - p. 1-7 , 2018
Link: https://doi.org/10.1016/..
 
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9

Randomized low-rank Dynamic Mode Decomposition for motion d..:

Erichson, N. Benjamin ; Donovan, Carl
Computer Vision and Image Understanding.  146 (2016)  - p. 40-50 , 2016
Link: https://doi.org/10.1016/..
 
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10

Compressed dynamic mode decomposition for background modeli..:

Erichson, N. Benjamin ; Brunton, Steven L. ; Kutz, J. Nathan
Journal of Real-Time Image Processing.  16 (2016)  5 - p. 1479-1492 , 2016
Link: https://doi.org/10.1007/..
 
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11

Randomized Numerical Linear Algebra : A Perspective on the ..:

Murray, Riley ; Demmel, James ; Mahoney, Michael W...
http://arxiv.org/abs/2302.11474.  , 2023
Link: http://arxiv.org/abs/230..
 
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12

Robustifying State-space Models for Long Sequences via Appr..:

Yu, Annan ; Nigmetov, Arnur ; Morozov, Dmitriy..
http://arxiv.org/abs/2310.01698.  , 2023
Link: http://arxiv.org/abs/231..
 
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13

SuperBench: A Super-Resolution Benchmark Dataset for Scient..:

Ren, Pu ; Erichson, N. Benjamin ; Subramanian, Shashank...
http://arxiv.org/abs/2306.14070.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

Error Estimation for Random Fourier Features:

Yao, Junwen ; Erichson, N. Benjamin ; Lopes, Miles E
http://arxiv.org/abs/2302.11174.  , 2023
Link: http://arxiv.org/abs/230..
 
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15

Generative Modeling of Regular and Irregular Time Series Da..:

Naiman, Ilan ; Erichson, N. Benjamin ; Ren, Pu..
http://arxiv.org/abs/2310.02619.  , 2023
Link: http://arxiv.org/abs/231..
 
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