Koumoutsakos, Petros

8 publications

CPAL 2025 Closure Discovery for Coarse-Grained Partial Differential Equations Using Grid-Based Reinforcement Learning Jan-Philipp von Bassewitz, Sebastian Kaltenbach, Petros Koumoutsakos

NeurIPS 2025 Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling Michal Balcerak, Tamaz Amiranashvili, Antonio Terpin, Suprosanna Shit, Lea Bogensperger, Sebastian Kaltenbach, Petros Koumoutsakos, Bjoern Menze

CPAL 2025 Learning Effective Dynamics Across Spatio-Temporal Scales of Complex Flows Han Gao, Sebastian Kaltenbach, Petros Koumoutsakos

ICMLW 2024 Improving the Accuracy of Coarse-Grained Partial Differential Equations with Grid-Based Reinforcement Learning Jan-Philipp von Bassewitz, Sebastian Kaltenbach, Petros Koumoutsakos

NeurIPS 2024 Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization Michal Balcerak, Tamaz Amiranashvili, Andreas Wagner, Jonas Weidner, Petr Karnakov, Johannes C. Paetzold, Ivan Ezhov, Petros Koumoutsakos, Benedikt Wiestler, Bjoern Menze

ICML 2019 Remember and Forget for Experience Replay Guido Novati, Petros Koumoutsakos

ECCV 2018 ContextVP: Fully Context-Aware Video Prediction Wonmin Byeon, Qin Wang, Rupesh Kumar Srivastava, Petros Koumoutsakos

CVPRW 2018 ContextVP: Fully Context-Aware Video Prediction Wonmin Byeon, Qin Wang, Rupesh Kumar Srivastava, Petros Koumoutsakos