Pantelis Rafail Vlachas
Pantelis Rafail Vlachas
PhD Student, ETH Zurich
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TitleCited byYear
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
Forecasting of Spatio-temporal Chaotic Dynamics with Recurrent Neural Networks: a comparative study of Reservoir Computing and Backpropagation Algorithms
PR Vlachas, J Pathak, BR Hunt, TP Sapsis, M Girvan, E Ott, ...
arXiv preprint arXiv:1910.05266, 2019
A Comparison of ADMM and AMA for MPC
P Vlachas
Automatic Control lab (IfA), ETH Zurich, 2016
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
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Articles 1–5