Kaltenbach, Sebastian

5 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

ICLR 2021 Physics-Aware, Probabilistic Model Order Reduction with Guaranteed Stability Sebastian Kaltenbach, Phaedon Stelios Koutsourelakis