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Pantelis R. Vlachas

swiss federal institutes of technology domain

7H-index
26Paper Count
483Citation Count
Published Papers 5
Publication Date
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RefreshNet: learning multiscale dynamics through hierarchical refreshing
errNONLINEAR DYNAMICS
IF6
err2024-06-10
err0
PREAI
errFarooq, Junaid; Rafiq, Danish; Vlachas, Pantelis R.; Bazaz, Mohammad Abid
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Adaptive learning of effective dynamics for online modeling of complex systems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-10-01
err3
errOAAI
errKicic, Ivica; Vlachas, Pantelis R.; Arampatzis, Georgios; Chatzimanolakis, Michail; Guibas, Leonidas; Koumoutsakos, Petros
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Multiscale simulations of complex systems by learning their effective dynamics
errNATURE MACHINE INTELLIGENCE
IF23.9
err2022-04-07
err80
PREAI
errVlachas, Pantelis R.; Arampatzis, Georgios; Uhler, Caroline; Koumoutsakos, Petros
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Accelerated Simulations of Molecular Systems through Learning of Effective Dynamics
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2021-12-10
err29
PREAI
errVlachas, Pantelis R.; Zavadlav, Julija; Praprotnik, Matej; Koumoutsakos, Petros
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Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics
errNEURAL NETWORKS
IF6.3
err2020-06-01
err280
errOAAI
errVlachas, P. R.; Pathak, J.; Hunt, B. R.; Sapsis, T. P.; Girvan, M.; Ott, E.; Koumoutsakos, P.
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Research Directions

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Co-authors
Cooperation Journals
L
Leonidas Guibas
H-index: 120 · Papers: 886
E
Edward Ott
H-index: 109 · Papers: 787
P
Petros Koumoutsakos
H-index: 76 · Papers: 541
B
Brian R. Hunt
H-index: 55 · Papers: 317
T
Themistoklis P. Sapsis
H-index: 37 · Papers: 272
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