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

CoRR, April, 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