Sipka, Martin

4 publications

ICML 2025 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

ICLRW 2025 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 2023 Differentiable Simulations for Enhanced Sampling of Rare Events Martin Sipka, Johannes C. B. Dietschreit, Lukáš Grajciar, Rafael Gomez-Bombarelli

ICMLW 2023 Optimizing Probability of Barrier Crossing with Differentiable Simulators Martin Sipka, Johannes C. B. Dietschreit, Michal Pavelka, Lukáš Grajciar, Rafael Gomez-Bombarelli