| A data–driven approximation of the koopman operator: Extending dynamic mode decomposition MO Williams, IG Kevrekidis, CW Rowley Journal of Nonlinear Science 25, 1307-1346, 2015 | 1932 | 2015 |
| A kernel-based approach to data-driven Koopman spectral analysis MO Williams, CW Rowley, IG Kevrekidis arXiv preprint arXiv:1411.2260, 2014 | 384 | 2014 |
| Characterizing and correcting for the effect of sensor noise in the dynamic mode decomposition STM Dawson, MS Hemati, MO Williams, CW Rowley Experiments in Fluids 57, 1-19, 2016 | 363 | 2016 |
| Dynamic mode decomposition for large and streaming datasets MS Hemati, MO Williams, CW Rowley Physics of Fluids 26 (11), 2014 | 288 | 2014 |
| Federated learning enables big data for rare cancer boundary detection S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ... Nature communications 13 (1), 7346, 2022 | 186 | 2022 |
| Extending data-driven Koopman analysis to actuated systems MO Williams, MS Hemati, STM Dawson, IG Kevrekidis, CW Rowley IFAC-PapersOnLine 49 (18), 704-709, 2016 | 180 | 2016 |
| Data fusion via intrinsic dynamic variables: An application of data-driven Koopman spectral analysis MO Williams, CW Rowley, I Mezić, IG Kevrekidis Europhysics Letters 109 (4), 40007, 2015 | 70 | 2015 |
| Damped-driven granular chains: An ideal playground for dark breathers and multibreathers C Chong, F Li, J Yang, MO Williams, IG Kevrekidis, PG Kevrekidis, ... Physical Review E 89 (3), 032924, 2014 | 69 | 2014 |
| A kernel-based method for data-driven Koopman spectral analysis I Kevrekidis, CW Rowley, M Williams Journal of Computational Dynamics 2 (2), 247-265, 2016 | 63 | 2016 |
| Determination of γ and− 2βs from charmless two-body decays of beauty mesons R Aaij, CA Beteta, B Adeva, M Adinolfi, A Affolder, Z Ajaltouni, S Akar, ... Physics Letters B 741, 1-11, 2015 | 59 | 2015 |
| Improving separation control with noise-robust variants of dynamic mode decomposition M Hemati, E Deem, M Williams, CW Rowley, LN Cattafesta 54th AIAA Aerospace Sciences Meeting, 1103, 2016 | 52 | 2016 |
| The Proper Orthogonal Decomposition for Dimensionality Reduction in Mode‐Locked Lasers and Optical Systems E Shlizerman, E Ding, MO Williams, JN Kutz International Journal of Optics 2012 (1), 831604, 2012 | 43 | 2012 |
| Phase retrieval using nonlinear diversity CH Lu, C Barsi, MO Williams, J Nathan Kutz, JW Fleischer Applied optics 52 (10), D92-D96, 2013 | 42 | 2013 |
| Identifying finite-time coherent sets from limited quantities of Lagrangian data MO Williams, II Rypina, CW Rowley Chaos: An Interdisciplinary Journal of Nonlinear Science 25 (8), 2015 | 38 | 2015 |
| production in collisions at VM Abazov, B Abbott, M Abolins, BS Acharya, M Adams, T Adams, ... Physical Review D—Particles, Fields, Gravitation, and Cosmology 78 (7), 072002, 2008 | 36 | 2008 |
| Hybrid reduced-order integration with proper orthogonal decomposition and dynamic mode decomposition MO Williams, PJ Schmid, JN Kutz Multiscale Modeling & Simulation 11 (2), 522-544, 2013 | 32 | 2013 |
| Light-bullet routing and control with planar waveguide arrays MO Williams, CW McGrath, JN Kutz Optics Express 18 (11), 11671-11682, 2010 | 30 | 2010 |
| Koopman operator framework for constrained state estimation A Surana, MO Williams, M Morari, A Banaszuk 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 94-101, 2017 | 25 | 2017 |
| The multi-pulsing transition in mode-locked lasers: a low-dimensional approach using waveguide arrays MO Williams, E Shlizerman, JN Kutz JOSA B 27 (12), 2471-2481, 2010 | 20 | 2010 |
| Continuation of periodic solutions in the waveguide array mode-locked laser MO Williams, J Wilkening, E Shlizerman, JN Kutz Physica D: Nonlinear Phenomena 240 (22), 1791-1804, 2011 | 16 | 2011 |
Clarence W RowleyProfessor of Mechanical and Aerospace Engineering, Princeton UniversityVerified email at princeton.edu
