Petros Koumoutsakos

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Jens Honore WaltherDTU DenmarkCorreu electrònic verificat a dtu.dk
Sibylle Sager-MüllerLucerne University of Applied Sciences and Arts, SwitzerlandCorreu electrònic verificat a hslu.ch
Diego RossinelliStanford UniversityCorreu electrònic verificat a stanford.edu
Philippe ChatelainInstitute of mechanics, materials and civil engineering, Université catholique de LouvainCorreu electrònic verificat a uclouvain.be
Ivo F. SbalzariniTU Dresden & Max Planck Institute of Molecular Cell Biology and GeneticsCorreu electrònic verificat a mpi-cbg.de
Richard L JaffeResearch Scientist, NASA Ames Research CenterCorreu electrònic verificat a nasa.gov
Costas PapadimitriouUniversity of ThessalyCorreu electrònic verificat a uth.gr
Michael BergdorfD. E. Shaw ResearchCorreu electrònic verificat a deshawresearch.com
georges-henri cottetProf. Applied Maths, Université Grenoble AlpesCorreu electrònic verificat a univ-grenoble-alpes.fr
Panagiotis AngelikopoulosD.E. Shaw ResearchCorreu electrònic verificat a DEShawResearch.com
Guido NovatiGoogle DeepMindCorreu electrònic verificat a google.com
Nikolaus HansenInria & Ecole Polytechnique & Institut Polytechnique de Paris, FranceCorreu electrònic verificat a Inria.fr
Georgios ArampatzisMathematics and Applied Mathematics Department, University of CreteCorreu electrònic verificat a ethz.ch
Willem (Wim) M. van ReesDepartment of Mechanical Engineering, Massachusetts Institute of TechnologyCorreu electrònic verificat a mit.edu
Stefan KernStadtwerke MünchenCorreu electrònic verificat a swm.de
Petr KarnakovCorreu electrònic verificat a alumni.ethz.ch
Pantelis R. VlachasETH Zurich, Harvard SEAS, AI2C TechnologiesCorreu electrònic verificat a ethz.ch
Sergey LitvinovChair of Computational Science ETH ZurichCorreu electrònic verificat a ethz.ch
Mattia GazzolaUniversity of Illinois Urbana-ChampaignCorreu electrònic verificat a illinois.edu
Dirk BücheDr.Correu electrònic verificat a alumni.ethz.ch

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Petros Koumoutsakos

Altres nomsPetros D Koumoutsakos

Harvard University

Correu electrònic verificat a seas.harvard.edu - Pàgina d'inici

AI for science computational science and engineering uncertainty quantification fluid mechanics


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES) N Hansen, SD Müller, P Koumoutsakos Evolutionary computation 11 (1), 1-18, 2003	2989	2003
Machine learning for fluid mechanics S Brunton, B Noack, P Koumoutsakos Annual Reviews of Fluid Mechanics 52, 477-508, 2020	2765	2020
Feature point tracking and trajectory analysis for video imaging in cell biology IF Sbalzarini, P Koumoutsakos Journal of structural biology 151 (2), 182-195, 2005	1727	2005
Vortex methods: theory and practice GH Cottet, PD Koumoutsakos Cambridge University Press, 2000	1696	2000
On the water− carbon interaction for use in molecular dynamics simulations of graphite and carbon nanotubes T Werder, JH Walther, RL Jaffe, T Halicioglu, P Koumoutsakos The Journal of Physical Chemistry B 107 (6), 1345-1352, 2003	1541	2003
A parameter study for differential evolution R Gämperle, SD Müller, P Koumoutsakos Advances in intelligent systems, fuzzy systems, evolutionary computation 10 …, 2002	932	2002
TScratch: a novel and simple software tool for automated analysis of monolayer wound healing assays. T Gebäck, MMP Schulz, P Koumoutsakos, M Detmar Biotechniques 46, 265-274, 2009	758	2009
Carbon nanotubes in water: structural characteristics and energetics JH Walther, R Jaffe, T Halicioglu, P Koumoutsakos The Journal of Physical Chemistry B 105 (41), 9980-9987, 2001	603	2001
High-resolution simulations of the flow around an impulsively started cylinder using vortex methods P Koumoutsakos, A Leonard Journal of Fluid Mechanics 296, 1-38, 1995	572	1995
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	571	2018
Optimization based on bacterial chemotaxis SD Muller, J Marchetto, S Airaghi, P Kournoutsakos IEEE transactions on Evolutionary Computation 6 (1), 16-29, 2002	473	2002
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	468	2020
Simulations of optimized anguilliform swimming S Kern, P Koumoutsakos Journal of Experimental Biology 209 (24), 4841-4857, 2006	464	2006
Neural network modeling for near wall turbulent flow M Milano, P Koumoutsakos Journal of Computational Physics 182 (1), 1-26, 2002	450	2002
Efficient collective swimming by harnessing vortices through deep reinforcement learning S Verma, G Novati, P Koumoutsakos Proceedings of the National Academy of Sciences 115 (23), 5849-5854, 2018	446	2018
Accelerating evolutionary algorithms with Gaussian process fitness function models D Buche, NN Schraudolph, P Koumoutsakos IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2005	437	2005
Multiscale flow simulations using particles P Koumoutsakos Annu. Rev. Fluid Mech. 37 (1), 457-487, 2005	431	2005
Dispersion corrections to density functionals for water aromatic interactions U Zimmerli, M Parrinello, P Koumoutsakos The Journal of chemical physics 120 (6), 2693-2699, 2004	400	2004
A method for handling uncertainty in evolutionary optimization with an application to feedback control of combustion N Hansen, ASP Niederberger, L Guzzella, P Koumoutsakos IEEE Transactions on Evolutionary Computation 13 (1), 180-197, 2008	375	2008
MorphoGraphX: A platform for quantifying morphogenesis in 4D P Barbier de Reuille, AL Routier-Kierzkowska, D Kierzkowski, GW Bassel, ... elife 4, e05864, 2015	372	2015

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