Martin Sípka

According to our database, Martin Sípka authored at least 3 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Action-Minimization Meets Generative Modeling: Efficient Transition Path Sampling with the Onsager-Machlup Functional.

Sanjeev Raja, Martin Sípka, Michael Psenka, Tobias Kreiman, Michal Pavelka, Aditi S. Krishnapriyan

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2023

Differentiable Simulations for Enhanced Sampling of Rare Events.

Martin Sípka, Johannes C. B. Dietschreit, Lukás Grajciar, Rafael Gómez-Bombarelli

Proceedings of the International Conference on Machine Learning, 2023

2020

Learning Physics from Data: A Thermodynamic Interpretation.

Francisco Chinesta, Elías Cueto, Miroslav Grmela, Beatriz Moya, Michal Pavelka, Martin Sípka

Proceedings of the Geometric Structures of Statistical Physics, Information Geometry, and Learning, 2020