Følg
Themistoklis Sapsis
Themistoklis Sapsis
Professor of Mechanical and Ocean Engineering, MIT
Verifisert e-postadresse på mit.edu - Startside
Tittel
Sitert av
Sitert av
År
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
5722018
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
4742020
Dynamically orthogonal field equations for continuous stochastic dynamical systems
TP Sapsis, PFJ Lermusiaux
Physica D: Nonlinear Phenomena 238 (23-24), 2347-2360, 2009
3262009
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
2652018
Where do inertial particles go in fluid flows?
G Haller, T Sapsis
Physica D: Nonlinear Phenomena 237 (5), 573-583, 2008
2032008
Lagrangian coherent structures and the smallest finite-time Lyapunov exponent
G Haller, T Sapsis
Chaos: An Interdisciplinary Journal of Nonlinear Science 21 (2), 2011
1862011
Effective stiffening and damping enhancement of structures with strongly nonlinear local attachments
TP Sapsis, D Dane Quinn, AF Vakakis, LA Bergman
1582012
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
1502008
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
1442009
Extreme events: Mechanisms and prediction
M Farazmand, TP Sapsis
Applied Mechanics Reviews 71 (5), 050801, 2019
1382019
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
1232011
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
1212018
Inertial particle dynamics in a hurricane
T Sapsis, G Haller
Journal of the Atmospheric Sciences 66 (8), 2481-2492, 2009
1172009
Circadian rhythms in Rho1 activity regulate neuronal plasticity and network hierarchy
A Petsakou, TP Sapsis, J Blau
Cell 162 (4), 823-835, 2015
1152015
Reduced-order precursors of rare events in unidirectional nonlinear water waves
W Cousins, TP Sapsis
Journal of Fluid Mechanics 790, 368-388, 2016
1142016
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
1112012
A variational approach to probing extreme events in turbulent dynamical systems
M Farazmand, TP Sapsis
Science advances 3 (9), e1701533, 2017
1092017
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
992013
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
972013
Statistics of extreme events in fluid flows and waves
TP Sapsis
Annual Review of Fluid Mechanics 53 (1), 85-111, 2021
932021
Systemet kan ikke utføre handlingen. Prøv på nytt senere.
Artikler 1–20