Petros Koumoutsakos

Full Professor, School of Engineering and Applied Sciences, Harvard University

Joined

July 2019

Names

Petros Koumoutsakos

Emails

****@ethz.ch (Confirmed)

****@seas.harvard.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

School of Engineering and Applied Sciences, Harvard University (seas.harvard.edu)

2021 – Present

Full Professor

ETHZ - ETH Zurich (ethz.ch)

1997 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Anthony Leonard

1987 – 1992

Expertise

Computational Science

1997 – Present

Artificial Intelligence

1997 – Present

Publications

Data-Driven Discovery of Interpretable Kalman Filter Variants through Large Language Models and Genetic Programming
Vasileios Saketos, Sebastian Kaltenbach, Sergey Litvinov, Petros Koumoutsakos
- International Conference on the Applications of Evolutionary Computation (Part of EvoStar)
- Readers: Everyone
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
- NeurIPS 2025 poster
- Readers: Everyone
Closure Discovery for Coarse-Grained Partial Differential Equations Using Grid-based Reinforcement Learning
Jan-Philipp von Bassewitz, Sebastian Kaltenbach, Petros Koumoutsakos
- CPAL 2025 (Proceedings Track) Oral
- Readers: Everyone
Learning Effective Dynamics across Spatio-Temporal Scales of Complex Flows
Han Gao, Sebastian Kaltenbach, Petros Koumoutsakos
- CPAL 2025 (Proceedings Track) Poster
- Readers: Everyone
Improving the Accuracy of Coarse-grained Partial Differential Equations with Grid-based Reinforcement Learning
Jan-Philipp von Bassewitz, Sebastian Kaltenbach, Petros Koumoutsakos
- ICML2024-AI4Science Poster
- Readers: Everyone
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
- NeurIPS 2024 poster
- Readers: Everyone
Optimal flow sensing for schooling swimmers
Pascal Weber, Georgios Arampatzis, Guido Novati, Siddhartha Verma, Costas Papadimitriou, Petros Koumoutsakos
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Flow reconstruction by multiresolution optimization of a discrete loss with automatic differentiation
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
The stress-free state of human erythrocytes: data driven inference of a transferable RBC model
Lucas Amoudruz, Athena Economides, Georgios Arampatzis, Petros Koumoutsakos
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Adaptive learning of effective dynamics: Adaptive real-time, online modeling for complex systems
Ivica Kicic, Pantelis R. Vlachas, Georgios Arampatzis, Michail Chatzimanolakis, Leonidas J. Guibas, Petros Koumoutsakos
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone

View all 135 publications

Co-Authors

View all 182 co-authors