Thomas M. Antonsen
Affiliations: | Electrical and Computer Engineering | University of Maryland, College Park, College Park, MD |
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"Thomas Antonsen"Children
Sign in to add trainee| Mark R. Herrera | grad student | (Neurotree) | |
| Zhigang Bian | grad student | 2003 | University of Maryland |
| Emmanuel S. Gouveia | grad student | 2004 | University of Maryland |
| Yingyu Miao | grad student | 2004 | University of Maryland |
| David R. Gillingham | grad student | 2007 | University of Maryland |
| James A. Hart | grad student | 2009 | University of Maryland (Neurotree) |
| Sepehr Morshed | grad student | 2009 | University of Maryland |
| Andrew J. Pearson | grad student | 2011 | University of Maryland |
| Jiao Yu | grad student | 2011 | University of Maryland |
| Wenxi Zhu | grad student | 2013 | University of Maryland |
| Luke Alan Johnson | grad student | 2010-2014 | University of Maryland (Physics Tree) |
| Levon Dovlatyan | grad student | 2016-2020 | University of Maryland |
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Publications
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| Wikner A, Harvey J, Girvan M, et al. (2023) Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing. Neural Networks : the Official Journal of the International Neural Network Society. 170: 94-110 |
| Srinivasan K, Coble N, Hamlin J, et al. (2022) Parallel Machine Learning for Forecasting the Dynamics of Complex Networks. Physical Review Letters. 128: 164101 |
| Ma S, Xiao B, Drikas Z, et al. (2020) Wave scattering properties of multiple weakly coupled complex systems. Physical Review. E. 101: 022201 |
| Lin S, Peng Z, Antonsen TM. (2020) A Stochastic Green’s Function for Solution of Wave Propagation in Wave-Chaotic Environments Ieee Transactions On Antennas and Propagation. 68: 3919-3933 |
| Ma S, Phang S, Drikas Z, et al. (2020) Efficient Statistical Model for Predicting Electromagnetic Wave Distribution in Coupled Enclosures Physical Review Applied. 14 |
| Zhou M, Ott E, Antonsen TM, et al. (2019) Scattering statistics in nonlinear wave chaotic systems. Chaos (Woodbury, N.Y.). 29: 033113 |
| Ma S, Xiao B, Hong R, et al. (2019) Classification and Prediction of Wave Chaotic Systems with Machine Learning Techniques Acta Physica Polonica A. 136: 757-764 |
| Jabotinski V, Chernin D, Antonsen TM, et al. (2019) Calculation and Application of Impedance Matrices for Vacuum Electronic Devices Ieee Transactions On Electron Devices. 66: 2409-2414 |
| Beaudoin BL, Haber I, Kishek RA, et al. (2019) Multi-stream instability of a single long electron bunch in a storage ring Physics of Plasmas. 26: 052106 |
| Addissie B, Rodgers J, Antonsen T. (2019) Extraction of the coupling impedance in overmoded cavities Wave Motion. 87: 123-131 |