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Themistoklis Sapsis
Themistoklis Sapsis
Professor of Mechanical and Ocean Engineering, MIT
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
Data-driven forecasting of high-dimensional chaotic systems with long short-term memory networks
PR Vlachas, W Byeon, ZY Wan, TP Sapsis, P Koumoutsakos
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2018
5292018
Backpropagation algorithms and reservoir computing in recurrent neural networks for the forecasting of complex spatiotemporal dynamics
PR Vlachas, J Pathak, BR Hunt, TP Sapsis, M Girvan, E Ott, ...
Neural Networks 126, 191-217, 2020
4142020
Dynamically orthogonal field equations for continuous stochastic dynamical systems
TP Sapsis, PFJ Lermusiaux
Physica D: Nonlinear Phenomena 238 (23-24), 2347-2360, 2009
3062009
Data-assisted reduced-order modeling of extreme events in complex dynamical systems
ZY Wan, P Vlachas, P Koumoutsakos, T Sapsis
PloS one 13 (5), e0197704, 2018
2482018
Where do inertial particles go in fluid flows?
G Haller, T Sapsis
Physica D: Nonlinear Phenomena 237 (5), 573-583, 2008
1942008
Lagrangian coherent structures and the smallest finite-time Lyapunov exponent
G Haller, T Sapsis
Chaos: An Interdisciplinary Journal of Nonlinear Science 21 (2), 2011
1802011
Effective stiffening and damping enhancement of structures with strongly nonlinear local attachments
TP Sapsis, D Dane Quinn, AF Vakakis, LA Bergman
1452012
Efficiency of targeted energy transfers in coupled nonlinear oscillators associated with 1: 1 resonance captures: Part I
DD Quinn, O Gendelman, G Kerschen, TP Sapsis, LA Bergman, ...
Journal of Sound and Vibration 311 (3-5), 1228-1248, 2008
1442008
Efficiency of targeted energy transfers in coupled nonlinear oscillators associated with 1: 1 resonance captures: Part II, analytical study
TP Sapsis, AF Vakakis, OV Gendelman, LA Bergman, G Kerschen, ...
Journal of Sound and Vibration 325 (1-2), 297-320, 2009
1362009
Enhanced passive targeted energy transfer in strongly nonlinear mechanical oscillators
OV Gendelman, T Sapsis, AF Vakakis, LA Bergman
Journal of Sound and Vibration 330 (1), 1-8, 2011
1212011
Extreme events: Mechanisms and prediction
M Farazmand, TP Sapsis
Applied Mechanics Reviews 71 (5), 050801, 2019
1182019
Sequential sampling strategy for extreme event statistics in nonlinear dynamical systems
MA Mohamad, TP Sapsis
Proceedings of the National Academy of Sciences 115 (44), 11138-11143, 2018
1152018
Inertial particle dynamics in a hurricane
T Sapsis, G Haller
Journal of the Atmospheric Sciences 66 (8), 2481-2492, 2009
1152009
Reduced-order precursors of rare events in unidirectional nonlinear water waves
W Cousins, TP Sapsis
Journal of Fluid Mechanics 790, 368-388, 2016
1112016
Circadian rhythms in Rho1 activity regulate neuronal plasticity and network hierarchy
A Petsakou, TP Sapsis, J Blau
Cell 162 (4), 823-835, 2015
1102015
Dynamical criteria for the evolution of the stochastic dimensionality in flows with uncertainty
TP Sapsis, PFJ Lermusiaux
Physica D: Nonlinear Phenomena 241 (1), 60-76, 2012
1092012
Statistically accurate low-order models for uncertainty quantification in turbulent dynamical systems
TP Sapsis, AJ Majda
Proceedings of the National Academy of Sciences 110 (34), 13705-13710, 2013
962013
A variational approach to probing extreme events in turbulent dynamical systems
M Farazmand, TP Sapsis
Science advances 3 (9), e1701533, 2017
952017
Numerical schemes for dynamically orthogonal equations of stochastic fluid and ocean flows
MP Ueckermann, PFJ Lermusiaux, TP Sapsis
Journal of Computational Physics 233, 272-294, 2013
952013
Quantification and prediction of extreme events in a one-dimensional nonlinear dispersive wave model
W Cousins, TP Sapsis
Physica D: Nonlinear Phenomena 280, 48-58, 2014
822014
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Articles 1–20