Petros Koumoutsakos

ResearcherID Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 19

Top Venues

PNAS nexus

Nature communications

Scientific reports

Science advances

Harvard University

California Institute of Technology (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Harvard University Dec 31 2019

United States

Professor for Computing in Science and Engineering :: School of Engineering and Applied Science

ETH Zurich Sep 01 1997 - Aug 31 2020

Switzerland

Professor of Computational Science

Massachusetts Institute of Technology Sep 01 2016 - Jun 30 2017

United States

Wallace Fellow :: Mechanical Engineering

NASA Ames Jan 01 1996 - Aug 30 1997

United States

Research Associate :: CTR

Stanford University Sep 01 1994 - Dec 31 1995

United States

post-doctoral fellow :: CTR

Education History

California Institute of Technology Oct 01 1988 - Jun 01 1992

United States

PHD :: Aeronautics and Applied Mathematics

California Institute of Technology Oct 01 1987 - Jun 15 1988

United States

MSC :: Aeronautics

University of Michigan Sep 01 1986 - Jun 01 1987

United States

MSC :: Naval Architecture

Publications

Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos
Solving inverse problems in physics by optimizing a discrete loss: Fast and accurate learning without neural networks. PNAS nexus 3 (1) (2024)
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos
Solving inverse problems in physics by optimizing a discrete loss: Fast and accurate learning without neural networks. PNAS nexus 3 (1) (2024)
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos
Solving inverse problems in physics by optimizing a discrete loss: Fast and accurate learning without neural networks. PNAS nexus 3 (1) (2024)
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos
Solving inverse problems in physics by optimizing a discrete loss: Fast and accurate learning without neural networks. PNAS nexus 3 (1) (2024)
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos
Flow reconstruction by multiresolution optimization of a discrete loss with automatic differentiation. The European physical journal. E, Soft matter 46 (7) (2023)
H Jane Bae, Petros Koumoutsakos
Scientific multi-agent reinforcement learning for wall-models of turbulent flows. Nature communications 13 (1) (2022)
Jana Lipkova, Bjoern H Menze, Benedikt Wiestler, Petros Koumoutsakos, John S Lowengrub
Modelling glioma progression, mass effect and intracranial pressure in patient anatomy. Journal of the Royal Society, Interface 19 (188) (2022)
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos
Computing foaming flows across scales: From breaking waves to microfluidics. Science advances 8 (5) (2022)
Karen Larson, Georgios Arampatzis, Clark Bowman, Zhizhong Chen, Panagiotis Hadjidoukas, Costas Papadimitriou, Petros Koumoutsakos, Anastasios Matzavinos
Data-driven prediction and origin identification of epidemics in population networks. Royal Society open science 8 (1) (2021)
Ermioni Papadopoulou, Constantine M Megaridis, Jens H Walther, Petros Koumoutsakos
Nanopumps without Pressure Gradients: Ultrafast Transport of Water in Patterned Nanotubes. The journal of physical chemistry. B 126 (3) (2021)
Pantelis R Vlachas, Julija Zavadlav, Matej Praprotnik, Petros Koumoutsakos
Accelerated Simulations of Molecular Systems through Learning of Effective Dynamics. Journal of chemical theory and computation (2021)
Ali Khosronejad, Seokkoo Kang, Fabian Wermelinger, Petros Koumoutsakos, Fotis Sotiropoulos
A computational study of expiratory particle transport and vortex dynamics during breathing with and without face masks. Physics of fluids (Woodbury, N.Y. : 1994) 33 (6) (2021)
Peter Gunnarson, Ioannis Mandralis, Guido Novati, Petros Koumoutsakos, John O Dabiri
Learning efficient navigation in vortical flow fields. Nature communications 12 (1) (2021)
Pascal Weber, Georgios Arampatzis, Guido Novati, Siddhartha Verma, Costas Papadimitriou, Petros Koumoutsakos
Optimal Flow Sensing for Schooling Swimmers. Biomimetics (Basel, Switzerland) 5 (1) (2020)
Ermioni Papadopoulou, Constantine M Megaridis, Jens H Walther, Petros Koumoutsakos
Ultrafast Propulsion of Water Nanodroplets on Patterned Graphene. ACS nano 13 (5) (2019)
Julija Zavadlav, Georgios Arampatzis, Petros Koumoutsakos
Bayesian selection for coarse-grained models of liquid water. Scientific reports 9 (1) (2019)
Siddhartha Verma, Guido Novati, Petros Koumoutsakos
Efficient collective swimming by harnessing vortices through deep reinforcement learning. Proceedings of the National Academy of Sciences of the United States of America 115 (23) (2018)
Jana Lipková, Georgios Arampatzis, Philippe Chatelain, Bjoern Menze, Petros Koumoutsakos
S-Leaping: An Adaptive, Accelerated Stochastic Simulation Algorithm, Bridging [Formula: see text]-Leaping and R-Leaping. Bulletin of mathematical biology 81 (8) (2018)
Lina Kulakova, Georgios Arampatzis, Panagiotis Angelikopoulos, Panagiotis Hadjidoukas, Costas Papadimitriou, Petros Koumoutsakos
Data driven inference for the repulsive exponent of the Lennard-Jones potential in molecular dynamics simulations. Scientific reports 7 (1) (2017)
Gerardo Tauriello, Heather M Meyer, Richard S Smith, Petros Koumoutsakos, Adrienne H K Roeder
Variability and Constancy in Cellular Growth of Arabidopsis Sepals. Plant physiology 169 (4) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Petros Koumoutsakos