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2020 – today
- 2025
[i41]Han Gao, Sebastian Kaltenbach, Petros Koumoutsakos:
Learning Effective Dynamics across Spatio-Temporal Scales of Complex Flows. CoRR abs/2502.07990 (2025)- 2024
- [j54]Konstantinos Vogiatzoglou
, Costas Papadimitriou, Konstantinos Ampountolas, Michail Chatzimanolakis, Petros Koumoutsakos, Vasilis Bontozoglou:
An interpretable wildfire spreading model for real-time predictions. J. Comput. Sci. 83: 102435 (2024) - [c46]Michal Balcerak, Tamaz Amiranashvili, Andreas Wagner, Jonas Weidner, Petr Karnakov, Johannes C. Paetzold, Ivan Ezhov, Petros Koumoutsakos, Benedikt Wiestler, Bjoern H. Menze:
Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization. NeurIPS 2024 - [i40]Jan-Philipp von Bassewitz, Sebastian Kaltenbach, Petros Koumoutsakos:
Closure Discovery for Coarse-Grained Partial Differential Equations using Multi-Agent Reinforcement Learning. CoRR abs/2402.00972 (2024) - [i39]Han Gao, Sebastian Kaltenbach, Petros Koumoutsakos:
Generative Learning for Forecasting the Dynamics of Complex Systems. CoRR abs/2402.17157 (2024) - [i38]Lucas Amoudruz, Sergey Litvinov, Petros Koumoutsakos:
Path planning of magnetic microswimmers in high-fidelity simulations of capillaries with deep reinforcement learning. CoRR abs/2404.02171 (2024) - [i37]Han Gao, Sebastian Kaltenbach, Petros Koumoutsakos:
Generative Learning of the Solution of Parametric Partial Differential Equations Using Guided Diffusion Models and Virtual Observations. CoRR abs/2408.00157 (2024) - [i36]Michal Balcerak, Tamaz Amiranashvili, Andreas Wagner, Jonas Weidner, Petr Karnakov, Johannes C. Paetzold, Ivan Ezhov, Petros Koumoutsakos, Benedikt Wiestler, Bjoern H. Menze:
Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization. CoRR abs/2409.20409 (2024) - [i35]Hunter Scott Heidenreich, Pantelis-Rafail Vlachas, Petros Koumoutsakos:
Deconstructing Recurrence, Attention, and Gating: Investigating the transferability of Transformers and Gated Recurrent Neural Networks in forecasting of dynamical systems. CoRR abs/2410.02654 (2024) - 2023
- [i34]Pantelis-Rafail Vlachas, Petros Koumoutsakos:
Learning from Predictions: Fusing Training and Autoregressive Inference for Long-Term Spatiotemporal Forecasts. CoRR abs/2302.11101 (2023) - [i33]Sebastian Kaltenbach, Phaedon-Stelios Koutsourelakis, Petros Koumoutsakos:
Interpretable reduced-order modeling with time-scale separation. CoRR abs/2303.02189 (2023) - [i32]Lucas Amoudruz, Athena Economides, Georgios Arampatzis, Petros Koumoutsakos:
The stress-free state of human erythrocytes: data driven inference of a transferable RBC model. CoRR abs/2303.03404 (2023) - [i31]Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos:
Flow reconstruction by multiresolution optimization of a discrete loss with automatic differentiation. CoRR abs/2303.04679 (2023) - [i30]Ivica Kicic, Pantelis-Rafail Vlachas, Georgios Arampatzis, Michail Chatzimanolakis, Leonidas J. Guibas, Petros Koumoutsakos:
Adaptive learning of effective dynamics: Adaptive real-time, online modeling for complex systems. CoRR abs/2304.01732 (2023) - [i29]Daniel Wälchli, Pascal Weber, Petros Koumoutsakos:
Discovering Individual Rewards in Collective Behavior through Inverse Multi-Agent Reinforcement Learning. CoRR abs/2305.10548 (2023) - [i28]Emmanuel Menier, Sebastian Kaltenbach, Mouadh Yagoubi, Marc Schoenauer, Petros Koumoutsakos:
Interpretable learning of effective dynamics for multiscale systems. CoRR abs/2309.05812 (2023) - [i27]Rambod Mojgani, Daniel Wälchli, Yifei Guan, Petros Koumoutsakos, Pedram Hassanzadeh:
Extreme Event Prediction with Multi-agent Reinforcement Learning-based Parametrization of Atmospheric and Oceanic Turbulence. CoRR abs/2312.00907 (2023) - [i26]Michal Balcerak, Ivan Ezhov, Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos, Jonas Weidner, Ray Zirui Zhang, John S. Lowengrub, Benedikt Wiestler, Bjoern H. Menze:
Individualizing Glioma Radiotherapy Planning by Optimization of a Data and Physics Informed Discrete Loss. CoRR abs/2312.05063 (2023) - 2022
- [j53]Lucas Amoudruz, Petros Koumoutsakos:
Independent Control and Path Planning of Microswimmers with a Uniform Magnetic Field. Adv. Intell. Syst. 4(3) (2022) - [j52]Pantelis-Rafail Vlachas, Georgios Arampatzis, Caroline Uhler, Petros Koumoutsakos:
Multiscale simulations of complex systems by learning their effective dynamics. Nat. Mach. Intell. 4(4): 359-366 (2022) - [i25]Pascal Weber, Daniel Wälchli, Mustafa Zeqiri, Petros Koumoutsakos:
Remember and Forget Experience Replay for Multi-Agent Reinforcement Learning. CoRR abs/2203.13319 (2022) - [i24]Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos:
Optimizing a DIscrete Loss (ODIL) to solve forward and inverse problems for partial differential equations using machine learning tools. CoRR abs/2205.04611 (2022) - 2021
- [j51]George J. Pappas, Kostas Daniilidis, Leonidas J. Guibas, Lydia E. Kavraki, Petros Koumoutsakos, Kostas J. Kyriakopoulos, John Lygeros, Michael S. Triantafyllou, Panagiotis Tsiotras:
Robotics in the AI era: A vision for a Hellenic Robotics Initiative. Found. Trends Robotics 9(3): 201-265 (2021) - [j50]Guido Novati, Hugues Lascombes de Laroussilhe, Petros Koumoutsakos:
Automating turbulence modelling by multi-agent reinforcement learning. Nat. Mach. Intell. 3(1): 87-96 (2021) - [j49]Guido Novati, Hugues Lascombes de Laroussilhe, Petros Koumoutsakos:
Publisher Correction: Automating turbulence modelling by multi-agent reinforcement learning. Nat. Mach. Intell. 3(1): 98 (2021) - [j48]Guido Novati, Hugues Lascombes de Laroussilhe, Petros Koumoutsakos:
Publisher Correction: Automating turbulence modelling by multi-agent reinforcement learning. Nat. Mach. Intell. 3(1): 99 (2021) - [i23]Pantelis-Rafail Vlachas, Julija Zavadlav, Matej Praprotnik, Petros Koumoutsakos:
Accelerated Simulations of Molecular Systems through Learning of their Effective Dynamics. CoRR abs/2102.08810 (2021) - [i22]Peter Gunnarson, Ioannis Mandralis, Guido Novati, Petros Koumoutsakos, John O. Dabiri:
Learning Efficient Navigation in Vortical Flow Fields. CoRR abs/2102.10536 (2021) - [i21]Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos:
Computing foaming flows across scales: from breaking waves to microfluidics. CoRR abs/2103.01513 (2021) - [i20]Ioannis Mandralis, Pascal Weber, Guido Novati, Petros Koumoutsakos:
Learning swimming escape patterns under energy constraints. CoRR abs/2105.00771 (2021) - [i19]Hyunji Jane Bae, Petros Koumoutsakos:
Scientific multi-agent reinforcement learning for wall-models of turbulent flows. CoRR abs/2106.11144 (2021) - 2020
- [j47]Dmitry Alexeev, Lucas Amoudruz, Sergey Litvinov, Petros Koumoutsakos:
Mirheo: High-performance mesoscale simulations for microfluidics. Comput. Phys. Commun. 254: 107298 (2020) - [j46]Pantelis-Rafail Vlachas, Jaideep Pathak, Brian R. Hunt, Themistoklis P. Sapsis, Michelle Girvan, Edward Ott, Petros Koumoutsakos:
Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics. Neural Networks 126: 191-217 (2020) - [c45]Daniel Wälchli, Sergio M. Martin, Athena Economides, Lucas Amoudruz, Georgios Arampatzis, Xin Bian, Petros Koumoutsakos:
Load Balancing in Large Scale Bayesian Inference. PASC 2020: 5:1-5:12 - [c44]Petr Karnakov, Fabian Wermelinger, Sergey Litvinov, Petros Koumoutsakos:
Aphros: High Performance Software for Multiphase Flows with Large Scale Bubble and Drop Clusters. PASC 2020: 12:1-12:10 - [i18]Guido Novati, Hugues Lascombes de Laroussilhe, Petros Koumoutsakos:
Automating Turbulence Modeling by Multi-Agent Reinforcement Learning. CoRR abs/2005.09023 (2020) - [i17]Sergio M. Martin, Daniel Wälchli, Georgios Arampatzis, Petros Koumoutsakos:
Korali: a High-Performance Computing Framework for Stochastic Optimization and Bayesian Uncertainty Quantification. CoRR abs/2005.13457 (2020) - [i16]Pantelis-Rafail Vlachas, Georgios Arampatzis, Caroline Uhler, Petros Koumoutsakos:
Learning the Effective Dynamics of Complex Multiscale Systems. CoRR abs/2006.13431 (2020) - [i15]Francesco Varoli, Guido Novati, Pantelis-Rafail Vlachas, Petros Koumoutsakos:
Improved Memories Learning. CoRR abs/2008.10433 (2020)
2010 – 2019
- 2019
- [j45]Wonmin Byeon, Manuel Domínguez-Rodrigo, Georgios Arampatzis, Enrique Baquedano, José Yravedra, Miguel Ángel Maté-González, Petros Koumoutsakos:
Automated identification and deep classification of cut marks on bones and its paleoanthropological implications. J. Comput. Sci. 32: 36-43 (2019) - [j44]Jana Lipková, Panagiotis Angelikopoulos, Stephen Wu, Esther Alberts, Benedikt Wiestler, Christian Diehl, Christine Preibisch, Thomas Pyka, Stephanie Combs, Panagiotis E. Hadjidoukas, Koen Van Leemput, Petros Koumoutsakos, John S. Lowengrub, Bjoern H. Menze:
Personalized Radiotherapy Design for Glioblastoma: Integrating Mathematical Tumor Models, Multimodal Scans, and Bayesian Inference. IEEE Trans. Medical Imaging 38(8): 1875-1884 (2019) - [c43]Guido Novati, Petros Koumoutsakos:
Remember and Forget for Experience Replay. ICML 2019: 4851-4860 - [c42]Georgios Arampatzis, Daniel Wälchli, Pascal Weber, Henri Rästas, Petros Koumoutsakos:
(μ, λ)-CCMA-ES for Constrained Optimization with an Application in Pharmacodynamics. PASC 2019: 15:1-15:9 - [c41]Petr Karnakov, Fabian Wermelinger, Michail Chatzimanolakis, Sergey Litvinov, Petros Koumoutsakos:
A High Performance Computing Framework for Multiphase, Turbulent Flows on Structured Grids. PASC 2019: 17:1-17:9 - [i14]Xin Bian, Sergey Litvinov, Petros Koumoutsakos:
Bending models of lipid bilayer membranes: spontaneous curvature and area-difference elasticity. CoRR abs/1905.00240 (2019) - [i13]Steven L. Brunton, Bernd Noack, Petros Koumoutsakos:
Machine Learning for Fluid Mechanics. CoRR abs/1905.11075 (2019) - [i12]Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos:
A hybrid particle volume-of-fluid method for curvature estimation in multiphase flows. CoRR abs/1906.00314 (2019) - [i11]Pantelis-Rafail Vlachas, Jaideep Pathak, Brian R. Hunt, Themistoklis P. Sapsis, Michelle Girvan, Edward Ott, Petros Koumoutsakos:
Forecasting of Spatio-temporal Chaotic Dynamics with Recurrent Neural Networks: a comparative study of Reservoir Computing and Backpropagation Algorithms. CoRR abs/1910.05266 (2019) - [i10]Dmitry Alexeev, Lucas Amoudruz, Sergey Litvinov, Petros Koumoutsakos:
Mirheo: High-Performance Mesoscale Simulations for Microfluidics. CoRR abs/1911.04712 (2019) - 2018
- [j43]Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya, Petros Koumoutsakos, Eleni N. Chatzi, Michael Harold Lees, Jack J. Dongarra, Peter M. A. Sloot:
The art of computational science: Bridging gaps - forming alloys. J. Comput. Sci. 26: 190-192 (2018) - [j42]Fabian Wermelinger, Ursula Rasthofer, Panagiotis E. Hadjidoukas, Petros Koumoutsakos:
Petascale simulations of compressible flows with interfaces. J. Comput. Sci. 26: 217-225 (2018) - [j41]Georgios Arampatzis, Daniel Wälchli, Panagiotis Angelikopoulos, Stephen Wu, Panagiotis E. Hadjidoukas, Petros Koumoutsakos:
Langevin Diffusion for Population Based Sampling with an Application in Bayesian Inference for Pharmacodynamics. SIAM J. Sci. Comput. 40(3) (2018) - [j40]Jonas Sukys, Ursula Rasthofer, Fabian Wermelinger, Panagiotis E. Hadjidoukas, Petros Koumoutsakos:
Multilevel Control Variates for Uncertainty Quantification in Simulations of Cloud Cavitation. SIAM J. Sci. Comput. 40(5): B1361-B1390 (2018) - [c40]Wonmin Byeon, Qin Wang, Rupesh Kumar Srivastava, Petros Koumoutsakos:
ContextVP: Fully Context-Aware Video Prediction. CVPR Workshops 2018: 1122-1126 - [c39]Wonmin Byeon, Qin Wang, Rupesh Kumar Srivastava, Petros Koumoutsakos:
ContextVP: Fully Context-Aware Video Prediction. ECCV (16) 2018: 781-797 - [i9]Siddhartha Verma, Guido Novati, Petros Koumoutsakos:
Efficient collective swimming by harnessing vortices through deep reinforcement learning. CoRR abs/1802.02674 (2018) - [i8]Pantelis-Rafail Vlachas, Wonmin Byeon, Zhong Yi Wan, Themistoklis P. Sapsis, Petros Koumoutsakos:
Data-Driven Forecasting of High-Dimensional Chaotic Systems with Long-Short Term Memory Networks. CoRR abs/1802.07486 (2018) - [i7]Jana Lipková, Panagiotis Angelikopoulos, Stephen Wu, Esther Alberts, Benedikt Wiestler, Christian Diehl, Christine Preibisch, Thomas Pyka, Stephanie Combs, Panagiotis E. Hadjidoukas, Koen Van Leemput, Petros Koumoutsakos, John S. Lowengrub, Bjoern H. Menze:
Personalized Radiotherapy Planning for Glioma Using Multimodal Bayesian Model Calibration. CoRR abs/1807.00499 (2018) - [i6]Guido Novati, Lakshminarayanan Mahadevan, Petros Koumoutsakos:
Deep-Reinforcement-Learning for Gliding and Perching Bodies. CoRR abs/1807.03671 (2018) - [i5]Guido Novati, Petros Koumoutsakos:
Remember and Forget for Experience Replay. CoRR abs/1807.05827 (2018) - 2017
- [c38]Siddhartha Verma, Panagiotis E. Hadjidoukas, Philipp Wirth, Petros Koumoutsakos:
Multi-objective optimization of artificial swimmers. CEC 2017: 1037-1046 - [c37]Petros Koumoutsakos, Eleni N. Chatzi, Valeria V. Krzhizhanovskaya, Michael Lees, Jack J. Dongarra, Peter M. A. Sloot:
The Art of Computational Science, Bridging Gaps - Forming Alloys. Preface for ICCS 2017. ICCS 2017: 1-6 - [c36]Siddhartha Verma, Guido Novati, Flavio Noca, Petros Koumoutsakos:
Fast Motion of Heaving Airfoils. ICCS 2017: 235-244 - [c35]Ursula Rasthofer, Fabian Wermelinger, P. Hadijdoukas, Petros Koumoutsakos:
Large Scale Simulation of Cloud Cavitation Collapse. ICCS 2017: 1763-1772 - [c34]Derek Groen, Bartosz Bosak, Valeria V. Krzhizhanovskaya, Alfons G. Hoekstra, Petros Koumoutsakos:
Multiscale Modelling and Simulation, 14th International Workshop. ICCS 2017: 1811-1812 - [c33]Athena Economides, Lucas Amoudruz, Sergey Litvinov, Dmitry Alexeev, Sara Nizzero, Panagiotis E. Hadjidoukas, Diego Rossinelli, Petros Koumoutsakos:
Towards the Virtual Rheometer: High Performance Computing for the Red Blood Cell Microstructure. PASC 2017: 1:1-1:13 - [c32]Siddhartha Verma, Panagiotis E. Hadjidoukas, Philipp Wirth, Diego Rossinelli, Petros Koumoutsakos:
Pareto Optimal Swimmers. PASC 2017: 7:1-7:11 - [e1]Petros Koumoutsakos, Michael Lees, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M. A. Sloot:
International Conference on Computational Science, ICCS 2017, 12-14 June 2017, Zurich, Switzerland. Procedia Computer Science 108, Elsevier 2017 [contents] - [i4]Jonas Sukys, Ursula Rasthofer, Fabian Wermelinger, Panagiotis E. Hadjidoukas, Petros Koumoutsakos:
Optimal fidelity multi-level Monte Carlo for quantification of uncertainty in simulations of cloud cavitation collapse. CoRR abs/1705.04374 (2017) - [i3]Wonmin Byeon, Qin Wang, Rupesh Kumar Srivastava, Petros Koumoutsakos:
Fully Context-Aware Video Prediction. CoRR abs/1710.08518 (2017) - 2016
- [c31]Lina Kulakova, Panagiotis Angelikopoulos, Panagiotis E. Hadjidoukas, Costas Papadimitriou, Petros Koumoutsakos:
Approximate Bayesian Computation for Granular and Molecular Dynamics Simulations. PASC 2016: 4 - [c30]Fabian Wermelinger, Babak Hejazialhosseini, Panagiotis E. Hadjidoukas, Diego Rossinelli, Petros Koumoutsakos:
An Efficient Compressible Multicomponent Flow Solver for Heterogeneous CPU/GPU Architectures. PASC 2016: 8 - 2015
- [j39]Mads Mølholm Hejlesen, Petros Koumoutsakos, Anthony Leonard, Jens Honoré Walther:
Iterative Brinkman penalization for remeshed vortex methods. J. Comput. Phys. 280: 547-562 (2015) - [j38]Gerardo Tauriello, Petros Koumoutsakos:
A comparative study of penalization and phase field methods for the solution of the diffusion equation in complex geometries. J. Comput. Phys. 283: 388-407 (2015) - [j37]Panagiotis E. Hadjidoukas, Panagiotis Angelikopoulos, Costas Papadimitriou, Petros Koumoutsakos:
Π4U: A high performance computing framework for Bayesian uncertainty quantification of complex models. J. Comput. Phys. 284: 1-21 (2015) - [j36]Diego Rossinelli, Babak Hejazialhosseini, Wim M. van Rees, Mattia Gazzola, Michael Bergdorf, Petros Koumoutsakos:
MRAG-I2D: Multi-resolution adapted grids for remeshed vortex methods on multicore architectures. J. Comput. Phys. 288: 1-18 (2015) - [c29]Panagiotis E. Hadjidoukas, Panagiotis Angelikopoulos, Lina Kulakova, Costas Papadimitriou, Petros Koumoutsakos:
Exploiting Task-Based Parallelism in Bayesian Uncertainty Quantification. Euro-Par 2015: 532-544 - [c28]Panagiotis E. Hadjidoukas, Diego Rossinelli, Fabian Wermelinger, Jonas Sukys, Ursula Rasthofer, Christian Conti, Babak Hejazialhosseini, Petros Koumoutsakos:
High throughput simulations of two-phase flows on Blue Gene/Q. PARCO 2015: 767-776 - [c27]Diego Rossinelli, Yu-Hang Tang, Kirill Lykov, Dmitry Alexeev, Massimo Bernaschi, Panagiotis E. Hadjidoukas, Mauro Bisson, Wayne Joubert, Christian Conti, George E. Karniadakis, Massimiliano Fatica, Igor Pivkin, Petros Koumoutsakos:
The in-silico lab-on-a-chip: petascale and high-throughput simulations of microfluidics at cell resolution. SC 2015: 2:1-2:12 - 2014
- [j35]Mattia Gazzola, Babak Hejazialhosseini, Petros Koumoutsakos:
Reinforcement Learning and Wavelet Adapted Vortex Methods for Simulations of Self-propelled Swimmers. SIAM J. Sci. Comput. 36(3) (2014) - 2013
- [j34]Petros Koumoutsakos, Justin Feigelman:
Multiscale stochastic simulations of chemical reactions with regulated scale separation. J. Comput. Phys. 244: 290-297 (2013) - [j33]Gerardo Tauriello, Petros Koumoutsakos:
Coupling Remeshed Particle and Phase Field Methods for the Simulation of Reaction-Diffusion on the Surface and the Interior of Deforming Geometries. SIAM J. Sci. Comput. 35(6) (2013) - [c26]Wim M. van Rees, Diego Rossinelli, Panagiotis E. Hadjidoukas, Petros Koumoutsakos:
High performance CPU/GPU multiresolution Poisson solver. PARCO 2013: 481-490 - [c25]Diego Rossinelli, Babak Hejazialhosseini, Panagiotis E. Hadjidoukas, Costas Bekas, Alessandro Curioni, Adam Bertsch, Scott Futral, Steffen J. Schmidt, Nikolaus A. Adams, Petros Koumoutsakos:
11 PFLOP/s simulations of cloud cavitation collapse. SC 2013: 3:1-3:13 - [i2]Mario Paolucci, Donald Kossmann, Rosaria Conte, Paul Lukowicz, Panos Argyrakis, Ann Blandford, Giulia Bonelli, Stuart Anderson, Sara de Freitas, Bruce Edmonds, Nigel Gilbert, Markus H. Gross, Jörn Kohlhammer, Petros Koumoutsakos, Andreas Krause, Björn-Ola Linnér, Philipp Slusallek, Olga Sorkine, Robert W. Sumner, Dirk Helbing:
Towards a living earth simulator. CoRR abs/1304.1903 (2013) - 2012
- [j32]Christian Conti, Diego Rossinelli, Petros Koumoutsakos:
GPU and APU computations of Finite Time Lyapunov Exponent fields. J. Comput. Phys. 231(5): 2229-2244 (2012) - [j31]Jens H. Walther, Matej Praprotnik, Evangelos M. Kotsalis, Petros Koumoutsakos:
Multiscale simulation of water flow past a C540 fullerene. J. Comput. Phys. 231(7): 2677-2681 (2012) - [c24]Babak Hejazialhosseini, Diego Rossinelli, Christian Conti, Petros Koumoutsakos:
High throughput software for direct numerical simulations of compressible two-phase flows. SC 2012: 16 - [c23]Babak Hejazialhosseini, Christian Conti, Diego Rossinelli, Petros Koumoutsakos:
High Performance CPU Kernels for Multiphase Compressible Flows. VECPAR 2012: 216-225 - 2011
- [j30]Diego Rossinelli, Babak Hejazialhosseini, Michael Bergdorf, Petros Koumoutsakos:
Wavelet-adaptive solvers on multi-core architectures for the simulation of complex systems. Concurr. Comput. Pract. Exp. 23(2): 172-186 (2011) - [j29]Basil Bayati, Philippe Chatelain, Petros Koumoutsakos:
Adaptive mesh refinement for stochastic reaction-diffusion processes. J. Comput. Phys. 230(1): 13-26 (2011) - [j28]Wim M. van Rees, Anthony Leonard, D. I. Pullin, Petros Koumoutsakos:
A comparison of vortex and pseudo-spectral methods for the simulation of periodic vortical flows at high Reynolds numbers. J. Comput. Phys. 230(8): 2794-2805 (2011) - [j27]Mattia Gazzola, Philippe Chatelain, Wim M. van Rees, Petros Koumoutsakos:
Simulations of single and multiple swimmers with non-divergence free deforming geometries. J. Comput. Phys. 230(19): 7093-7114 (2011) - [j26]Diego Rossinelli, Babak Hejazialhosseini, Daniele G. Spampinato, Petros Koumoutsakos:
Multicore/Multi-GPU Accelerated Simulations of Multiphase Compressible Flows Using Wavelet Adapted Grids. SIAM J. Sci. Comput. 33(2): 512-540 (2011) - 2010
- [j25]Evangelos M. Kotsalis, Itsuo Hanasaki, Jens H. Walther, Petros Koumoutsakos:
Non-periodic Molecular Dynamics simulations of coarse grained lipid bilayer in water. Comput. Math. Appl. 59(7): 2370-2373 (2010) - [j24]Philippe Chatelain, Petros Koumoutsakos:
A Fourier-based elliptic solver for vortical flows with periodic and unbounded directions. J. Comput. Phys. 229(7): 2425-2431 (2010) - [j23]Diego Rossinelli, Michael Bergdorf, Georges-Henri Cottet, Petros Koumoutsakos:
GPU accelerated simulations of bluff body flows using vortex particle methods. J. Comput. Phys. 229(9): 3316-3333 (2010) - [j22]Babak Hejazialhosseini, Diego Rossinelli, Michael Bergdorf, Petros Koumoutsakos:
High order finite volume methods on wavelet-adapted grids with local time-stepping on multicore architectures for the simulation of shock-bubble interactions. J. Comput. Phys. 229(22): 8364-8383 (2010) - [c22]Philippe Chatelain, Mattia Gazzola, Stefan Kern, Petros Koumoutsakos:
Optimization of Aircraft Wake Alleviation Schemes through an Evolution Strategy. VECPAR 2010: 210-221
2000 – 2009
- 2009
- [j21]Tobias Gebäck, Petros Koumoutsakos:
Edge detection in microscopy images using curvelets. BMC Bioinform. 10 (2009) - [j20]Pedro Gonnet, Jens H. Walther, Petros Koumoutsakos:
theta-SHAKE: An extension to SHAKE for the explicit treatment of angular constraints. Comput. Phys. Commun. 180(3): 360-364 (2009) - [j19]Basil Bayati, Philippe Chatelain, Petros Koumoutsakos:
D-leaping: Accelerating stochastic simulation algorithms for reactions with delays. J. Comput. Phys. 228(16): 5908-5916 (2009) - [j18]Mattia Gazzola, Christoph J. Burckhardt, Basil Bayati, Martin Engelke, Urs F. Greber, Petros Koumoutsakos:
A Stochastic Model for Microtubule Motors Describes the In Vivo Cytoplasmic Transport of Human Adenovirus. PLoS Comput. Biol. 5(12) (2009) - [j17]Nikolaus Hansen, André S. P. Niederberger, Lino Guzzella, Petros Koumoutsakos:
A Method for Handling Uncertainty in Evolutionary Optimization With an Application to Feedback Control of Combustion. IEEE Trans. Evol. Comput. 13(1): 180-197 (2009) - [c21]Diego Rossinelli, Michael Bergdorf, Babak Hejazialhosseini, Petros Koumoutsakos:
Wavelet-Based Adaptive Solvers on Multi-core Architectures for the Simulation of Complex Systems. Euro-Par 2009: 721-734 - 2008
- [j16]Alexandre Dupuis, Philippe Chatelain, Petros Koumoutsakos:
An immersed boundary-lattice-Boltzmann method for the simulation of the flow past an impulsively started cylinder. J. Comput. Phys. 227(9): 4486-4498 (2008) - [j15]Simone Elke Hieber, Petros Koumoutsakos:
An immersed boundary method for smoothed particle hydrodynamics of self-propelled swimmers. J. Comput. Phys. 227(19): 8636-8654 (2008) - [j14]Petros Koumoutsakos:
Preface. J. Comput. Phys. 227(21): 9005 (2008) - [j13]Simone Elke Hieber, Petros Koumoutsakos:
A Lagrangian particle method for the simulation of linear and nonlinear elastic models of soft tissue. J. Comput. Phys. 227(21): 9195-9215 (2008) - [j12]Diego Rossinelli, Petros Koumoutsakos:
Vortex methods for incompressible flow simulations on the GPU. Vis. Comput. 24(7-9): 699-708 (2008) - [c20]Florian Milde, Michael Bergdorf, Petros Koumoutsakos:
A Hybrid Model of Sprouting Angiogenesis. ICCS (2) 2008: 167-176 - [c19]Evangelos M. Kotsalis, Petros Koumoutsakos:
A Control Algorithm for Multiscale Simulations of Liquid Water. ICCS (2) 2008: 234-241 - [c18]Petros Koumoutsakos, Georges-Henri Cottet, Diego Rossinelli:
Flow simulations using particles: bridging computer graphics and CFD. SIGGRAPH Classes 2008: 25:1-25:73 - [c17]Petros Koumoutsakos:
The secret life of vortices. SIGGRAPH Computer Animation Festival 2008: 98 - [c16]Philippe Chatelain, Alessandro Curioni, Michael Bergdorf, Diego Rossinelli, Wanda Andreoni, Petros Koumoutsakos:
Vortex Methods for Massively Parallel Computer Architectures. VECPAR 2008: 479-489 - [i1]Petros Koumoutsakos:
Fluids and Supercomputers: The Billion Particle Era. ERCIM News 2008(74) (2008) - 2007
- [j11]Adrian M. Altenhoff, Jens H. Walther, Petros Koumoutsakos:
A stochastic boundary forcing for dissipative particle dynamics. J. Comput. Phys. 225(1): 1125-1136 (2007) - [c15]Gabriele Morra, Philippe Chatelain, Paul J. Tackley, Petros Koumoutsakos:
Large Scale Three-Dimensional Boundary Element Simulation of Subduction. International Conference on Computational Science (3) 2007: 1122-1129 - 2006
- [j10]Ivo F. Sbalzarini, Jens H. Walther, Michael Bergdorf, Simone Elke Hieber, Evangelos M. Kotsalis, Petros Koumoutsakos:
PPM - A highly efficient parallel particle-mesh library for the simulation of continuum systems. J. Comput. Phys. 215(2): 566-588 (2006) - [j9]Michael Bergdorf, Petros Koumoutsakos:
A Lagrangian Particle-Wavelet Method. Multiscale Model. Simul. 5(3): 980-995 (2006) - [c14]Ivo F. Sbalzarini, Jens H. Walther, B. Polasek, Philippe Chatelain, Michael Bergdorf, Simone Elke Hieber, Evangelos M. Kotsalis, Petros Koumoutsakos:
A Software Framework for the Portable Parallelization of Particle-Mesh Simulations. Euro-Par 2006: 730-739 - [c13]Nikolaus Hansen, Fabian Gemperle, Anne Auger, Petros Koumoutsakos:
When Do Heavy-Tail Distributions Help? PPSN 2006: 62-71 - [c12]Stefan Kern, Nikolaus Hansen, Petros Koumoutsakos:
Local Meta-models for Optimization Using Evolution Strategies. PPSN 2006: 939-948 - [c11]Michael Bergdorf, Petros Koumoutsakos:
Multiresolution Simulations Using Particles. VECPAR 2006: 391-402 - 2005
- [j8]Thomas Yizhao Hou, Petros Koumoutsakos:
Special Section on Multiscale Modeling in Materials and Life Sciences. Multiscale Model. Simul. 4(1): 213-214 (2005) - [j7]Michael Bergdorf, Georges-Henri Cottet, Petros Koumoutsakos:
Multilevel Adaptive Particle Methods for Convection-Diffusion Equations. Multiscale Model. Simul. 4(1): 328-357 (2005) - [j6]Dirk Büche, Nicol N. Schraudolph, Petros Koumoutsakos:
Accelerating evolutionary algorithms with Gaussian process fitness function models. IEEE Trans. Syst. Man Cybern. Part C 35(2): 183-194 (2005) - 2004
- [j5]Stefan Kern, Sibylle D. Müller, Nikolaus Hansen, Dirk Büche, Jiri Ocenasek, Petros Koumoutsakos:
Learning probability distributions in continuous evolutionary algorithms - a comparative review. Nat. Comput. 3(1): 77-112 (2004) - [j4]Stefan Kern, Sibylle D. Müller, Nikolaus Hansen, Dirk Büche, Jiri Ocenasek, Petros Koumoutsakos:
Learning Probability Distributions in Continuous Evolutionary Algorithms - a Comparative Review. Nat. Comput. 3(3): 355-356 (2004) - [j3]Michele Milano, Petros Koumoutsakos, Jürgen Schmidhuber:
Self-organizing nets for optimization. IEEE Trans. Neural Networks 15(3): 758-765 (2004) - [c10]Jiri Ocenasek, Stefan Kern, Nikolaus Hansen, Petros Koumoutsakos:
A Mixed Bayesian Optimization Algorithm with Variance Adaptation. PPSN 2004: 352-361 - 2003
- [j2]Nikolaus Hansen, Sibylle D. Müller, Petros Koumoutsakos:
Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES). Evol. Comput. 11(1): 1-18 (2003) - [c9]Dirk Büche, Sibylle D. Müller, Petros Koumoutsakos:
Self-Adaptation for Multi-objective Evolutionary Algorithms. EMO 2003: 267-281 - 2002
- [j1]Sibylle D. Müller, Jarno Marchetto, Stefano Airaghi, Petros Koumoutsakos:
Optimization based on bacterial chemotaxis. IEEE Trans. Evol. Comput. 6(1): 16-29 (2002) - [c8]Sibylle D. Müller, Nicol N. Schraudolph, Petros Koumoutsakos:
Step size adaptation in evolution strategies using reinforcement learning. IEEE Congress on Evolutionary Computation 2002: 151-156 - [c7]Dirk Büche, Gianfranco Guidati, Peter Stoll, Petros Koumoutsakos:
Self-organizing Maps for Pareto Optimization of Airfoils. PPSN 2002: 122-131 - [c6]Sibylle D. Müller, Nikolaus Hansen, Petros Koumoutsakos:
Increasing the Serial and the Parallel Performance of the CMA-Evolution Strategy with Large Populations. PPSN 2002: 422-431 - 2001
- [c5]Sibylle D. Müller, Ivo F. Sbalzarini, Jens H. Walther, Petros Koumoutsakos:
Evolution strategies for the optimization of microdevices. CEC 2001: 302-309 - [c4]Ivo F. Sbalzarini, Sibylle D. Müller, Petros Koumoutsakos:
Microchannel Optimization Using Multiobjective Evolution Strategies. EMO 2001: 516-530 - [c3]Michele Milano, Jürgen Schmidhuber, Petros Koumoutsakos:
Active Learning with Adaptive Grids. ICANN 2001: 436-442 - 2000
- [b1]Georges-Henri Cottet, Petros Koumoutsakos:
Vortex methods - theory and practice. Cambridge University Press 2000, ISBN 978-0-521-62186-1, pp. I-XIII, 1-313 - [c2]Michele Milano, Petros Koumoutsakos, Xavier Giannakopoulos, Jürgen Schmidhuber:
Evolving strategies for active flow control. CEC 2000: 212-218 - [c1]Michele Milano, Petros Koumoutsakos:
A Clustering Genetic Algorithm for Actuator Optimization in Flow Control. Evolvable Hardware 2000: 263-270
Coauthor Index
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