Martin Sipka

PhD student, Charles University Prague

Joined

January 2023

Names

Martin Sipka (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Charles University Prague (cuni.cz)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Rafael Gómez-Bombarelli

2022 – Present

PhD Advisor

2020 – Present

Expertise

No areas of expertise listed

Publications

Action-Minimization Meets Generative Modeling: Efficient Transition Path Sampling with the Onsager-Machlup Functional
Sanjeev Raja, Martin Sipka, Michael Psenka, Tobias Kreiman, Michal Pavelka, Aditi S. Krishnapriyan
- GEM
- Readers: Everyone
Action-Minimization Meets Generative Modeling: Efficient Transition Path Sampling with the Onsager-Machlup Functional
Sanjeev Raja, Martin Sipka, Michael Psenka, Tobias Kreiman, Michal Pavelka, Aditi S. Krishnapriyan
- FPI-ICLR2025 Poster
- Readers: Everyone
Action-Minimization Meets Generative Modeling: Efficient Transition Path Sampling with the Onsager-Machlup Functional
Sanjeev Raja, Martin Sipka, Michael Psenka, Tobias Kreiman, Michal Pavelka, Aditi S. Krishnapriyan
- ICML 2025 poster
- Readers: Everyone
Optimizing probability of barrier crossing with differentiable simulators
Martin Sipka, Johannes C. B. Dietschreit, Michal Pavelka, Lukáš Grajciar, Rafael Gomez-Bombarelli
- Differentiable Almost Everything
- Readers: Everyone
Differentiable Simulations for Enhanced Sampling of Rare Events
Martin Sipka, Johannes Carl Bertold Dietschreit, Lukáš Grajciar, Rafael Gomez-Bombarelli
- ICML 2023 Poster
- Readers: Everyone

Co-Authors