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For: Guan Y, Brunton SL, Novosselov I. Sparse nonlinear models of chaotic electroconvection. R Soc Open Sci 2021;8:202367. [PMID: 34430040 PMCID: PMC8355675 DOI: 10.1098/rsos.202367] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 07/12/2021] [Indexed: 06/13/2023]
Number Cited by Other Article(s)
1
Brunton SL, Kutz JN. Promising directions of machine learning for partial differential equations. NATURE COMPUTATIONAL SCIENCE 2024;4:483-494. [PMID: 38942926 DOI: 10.1038/s43588-024-00643-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 05/13/2024] [Indexed: 06/30/2024]
2
Sahimi M. Physics-informed and data-driven discovery of governing equations for complex phenomena in heterogeneous media. Phys Rev E 2024;109:041001. [PMID: 38755895 DOI: 10.1103/physreve.109.041001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Indexed: 05/18/2024]
3
Glenn K, He J, Rochlin R, Teng S, Hecker JG, Novosselov I. Assessment of aerosol persistence in ICUs via low-cost sensor network and zonal models. Sci Rep 2023;13:3992. [PMID: 36899063 PMCID: PMC10006437 DOI: 10.1038/s41598-023-30778-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Accepted: 03/01/2023] [Indexed: 03/12/2023]  Open
4
Baddoo PJ, Herrmann B, McKeon BJ, Nathan Kutz J, Brunton SL. Physics-informed dynamic mode decomposition. Proc Math Phys Eng Sci 2023. [DOI: 10.1098/rspa.2022.0576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2023]  Open
5
The effects of reaction kinetics upon the instabilities in cathodic electrodeposition. Curr Opin Colloid Interface Sci 2022. [DOI: 10.1016/j.cocis.2022.101591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
6
Vinuesa R, Brunton SL. Enhancing computational fluid dynamics with machine learning. NATURE COMPUTATIONAL SCIENCE 2022;2:358-366. [PMID: 38177587 DOI: 10.1038/s43588-022-00264-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 05/17/2022] [Indexed: 01/06/2024]
7
Fasel U, Kutz JN, Brunton BW, Brunton SL. Ensemble-SINDy: Robust sparse model discovery in the low-data, high-noise limit, with active learning and control. Proc Math Phys Eng Sci 2022;478:20210904. [PMID: 35450025 PMCID: PMC9006119 DOI: 10.1098/rspa.2021.0904] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 03/10/2022] [Indexed: 12/17/2022]  Open
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