Follow
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
3432018
Dynamically orthogonal field equations for continuous stochastic dynamical systems
TP Sapsis, PFJ Lermusiaux
Physica D: Nonlinear Phenomena 238 (23-24), 2347-2360, 2009
2542009
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
224*2020
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
1782018
Where do inertial particles go in fluid flows?
G Haller, T Sapsis
Physica D: Nonlinear Phenomena 237 (5), 573-583, 2008
1702008
Lagrangian coherent structures and the smallest finite-time Lyapunov exponent
G Haller, T Sapsis
Chaos: An Interdisciplinary Journal of Nonlinear Science 21 (2), 023115, 2011
1562011
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
1292008
Effective stiffening and damping enhancement of structures with strongly nonlinear local attachments
TP Sapsis, D Dane Quinn, AF Vakakis, LA Bergman
Journal of vibration and acoustics 134 (1), 2012
1282012
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
1182009
Inertial particle dynamics in a hurricane
T Sapsis, G Haller
Journal of the Atmospheric Sciences 66 (8), 2481-2492, 2009
1042009
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
1032011
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
992012
Reduced-order precursors of rare events in unidirectional nonlinear water waves
W Cousins, TP Sapsis
Journal of Fluid Mechanics 790, 368-388, 2016
962016
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
882013
Circadian rhythms in Rho1 activity regulate neuronal plasticity and network hierarchy
A Petsakou, TP Sapsis, J Blau
Cell 162 (4), 823-835, 2015
862015
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
822013
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
732018
Clustering criterion for inertial particles in two-dimensional time-periodic and three-dimensional steady flows
T Sapsis, G Haller
Chaos: An Interdisciplinary Journal of Nonlinear Science 20 (1), 017515, 2010
722010
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
712014
A computable evolution equation for the joint response-excitation probability density function of stochastic dynamical systems
D Venturi, TP Sapsis, H Cho, GE Karniadakis
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2012
692012
The system can't perform the operation now. Try again later.
Articles 1–20