Pantelis Rafail Vlachas
Pantelis Rafail Vlachas
PhD Student, ETH Zurich
Bestätigte E-Mail-Adresse bei - Startseite
Zitiert von
Zitiert von
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
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
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
A fast analytical approach for static power-down mode analysis
M Zwerger, PR Vlachas, H Graeb
2015 IEEE International Conference on Electronics, Circuits, and Systems …, 2015
Accelerated Simulations of Molecular Systems through Learning of their Effective Dynamics
PR Vlachas, J Zavadlav, M Praprotnik, P Koumoutsakos
arXiv preprint arXiv:2102.08810, 2021
Improved Memories Learning
F Varoli, G Novati, PR Vlachas, P Koumoutsakos
arXiv preprint arXiv:2008.10433, 2020
Learning the Effective Dynamics of Complex Multiscale Systems
PR Vlachas, G Arampatzis, C Uhler, P Koumoutsakos
arXiv preprint arXiv:2006.13431, 2020
Distributional Reinforcement Learning
PR Vlachas
A Comparison of ADMM and AMA for MPC
P Vlachas
Automatic Control lab (IfA), ETH Zurich, 2016
Session A1L-A: Analog Circuit Techniques I
TRTNC Assessment, ASP Parallel
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