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Petros Koumoutsakos

Harvard University

76H-index
541Paper Count
2.4WCitation Count
Published Papers 146
Publication Date
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Optimized mechano-fluidic metamaterials inspired by deep-sea sponges
errNature Communications
IF15.7
err2026-05-05
err0
errOAAI
errTimon Meier; Sergey Litvinov; Runxuan Li; Brian W. Blankenship; Andrew Kokubun; David Hahn; Stefanos Mavrikos; Zacharias Vangelatos; M. Erden Yildizdag; Simo A. Mäkiharju; Xiaoyu Zheng; Petros Koumoutsakos; Costas P. Grigoropoulos
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DeepONet-enhanced bayesian inference for biphasic tumor growth modeling
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-03-30
err0
errOAAI
errGerasimos Sotiropoulos; Sergey Litvinov; Sebastian Kaltenbach; Constantinos Harkos; Konstantinos Atzarakis; Triantafyllos Stylianopoulos; Petros Koumoutsakos; Vissarion Papadopoulos
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Bayesian inference for PDE-based inverse problems using the optimization of a discrete loss
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-03-11
err0
PREAI
errLucas Amoudruz; Sergey Litvinov; Costas Papadimitriou; Petros Koumoutsakos
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Reinforcement learning closures for underresolved partial differential equations using synthetic data
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-01-22
err0
PREAI
errLothar Heimbach; Sebastian Kaltenbach; Petr Karnakov; Francis J. Alexander; Petros Koumoutsakos
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Scalable, Cloud-Based Simulations of Blood Flow and Targeted Drug Delivery in Retinal Capillaries
errComputer Physics Communications
IF3.4
err2025-12-01
err0
PREAI
errLucas Amoudruz; Sergey Litvinov; Riccardo Murri; Volker Eyrich; Jens Zudrop; Costas Bekas; Petros Koumoutsakos
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Quantitative 3D histochemistry reveals region-specific amyloid-β reduction by the antidiabetic drug netoglitazone
errPLOS ONE
IF2.6
err2025-05-06
err0
errOAAI
errCatto, Francesca; Kirschenbaum, Daniel; Economides, Athena E.; Reuss, Anna Maria; Trevisan, Chiara; Caredio, Davide; Dadgar-Kiani, Ehsan; Mirzet, Delic; Frick, Lukas; Weber-Stadlbauer, Ulrike; Litvinov, Sergey; Koumoutsakos, Petros; Lee, Jin Hyung
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An interpretable wildfire spreading model for real-time predictions
errnature computational science
IF3.7
err2024-12-01
err2
PREAI
errVogiatzoglou, K.; Papadimitriou, C.; Ampountolas, K.; Chatzimanolakis, M.; Koumoutsakos, P.; Bontozoglou, V.
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Generative learning for forecasting the dynamics of high-dimensional complex systems
errNATURE COMMUNICATIONS
IF15.7
err2024-10-16
err0
errOAAI
errGao, Han; Kaltenbach, Sebastian; Koumoutsakos, Petros
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The volume of healthy red blood cells is optimal for advective oxygen transport in arterioles
errBIOPHYSICAL JOURNAL
IF3.1
err2024-05-01
err3
errOAAI
errAmoudruz, Lucas; Economides, Athena; Koumoutsakos, Petros
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Solving inverse problems in physics by optimizing a discrete loss: Fast and accurate learning without neural networks
errPNAS NEXUS
IF3.8
err2024-01-11
err6
errOAAI
errKarnakov, Petr; Litvinov, Sergey; Koumoutsakos, Petros
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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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The stress-free state of human erythrocytes: Data- driven inference of a transferable RBC model
errBIOPHYSICAL JOURNAL
IF3.1
err2023-04-01
err3
errOAAI
errAmoudruz, Lucas; Economides, Athena; Arampatzis, Georgios; Koumoutsakos, Petros
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Vortex separation cascades in simulations of the planar flow past an impulsively started cylinder up to Re=100 000
errJOURNAL OF FLUID MECHANICS
IF3.9
err2022-12-20
err7
PREAI
errChatzimanolakis, Michail; Weber, Pascal; 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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Modelling glioma progression, mass effect and intracranial pressure in patient anatomy
errJOURNAL OF THE ROYAL SOCIETY INTERFACE
IF3.5
err2022-03-23
err19
errOAAI
errLipkova, Jana; Menze, Bjoern; Wiestler, Benedikt; Koumoutsakos, Petros; Lowengrub, John S.
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Scientific multi-agent reinforcement learning for wall-models of turbulent flows
errNATURE COMMUNICATIONS
IF15.7
err2022-03-17
err85
errOAAI
errBae, H. Jane; Koumoutsakos, Petros
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Computing foaming flows across scales: From breaking waves to microfluidics
errSCIENCE ADVANCES
IF12.5
err2022-02-04
err11
errOAAI
errKarnakov, Petr; Litvinov, Sergey; Koumoutsakos, Petros
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Korali: Efficient and scalable software framework for Bayesian uncertainty quantification and stochastic optimization
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-02-01
err7
errOAAI
errMartin, Sergio M.; Waelchli, Daniel; Arampatzis, Georgios; Economides, Athena E.; Karnakov, Petr; Koumoutsakos, Petros
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Independent Control and Path Planning of Microswimmers with a Uniform Magnetic Field
errADVANCED INTELLIGENT SYSTEMS
IF6.1
err2021-12-26
err17
errOAAI
errAmoudruz, Lucas; 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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Research Directions

No research directions
Co-authors
Cooperation Journals
M
Michele Parrinello
H-index: 155 · Papers: 924
E
Elisabetta Dejana
H-index: 127 · Papers: 567
A
Ari Helenius
H-index: 123 · Papers: 315
L
Leonidas Guibas
H-index: 120 · Papers: 886
J
Jack Dongarra
H-index: 112 · Papers: 2.1K
View more