Pavelka, Michal

1. Action-Minimization Meets Generative Modeling: Efficient Transition Path Sampling with the Onsager-Machlup Functional
   2025/04/25 by Sanjeev Raja, Raja, Sanjeev, Martin Šípka +9 · 3 voices · 10 citations
   #cs.LG #cond-mat.mtrl-sci #physics.chem-ph #q-bio.BM
2. Learning Physics from Data: a Thermodynamic Interpretation
   2019/09/03 by Chinesta, Francisco, Cueto, Elias, Grmela, Miroslav +3 · 1 citation
   #Adaptation and Self-Organizing Systems (nlin.AO) #Data Analysis #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an)
3. Direct Poisson neural networks: Learning non-symplectic mechanical systems
   2023/05/07 by Šípka, Martin, Pavelka, Michal, Esen, Oğul +1 · 1 citation
   #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Physical sciences #Mathematical Physics (math-ph) #Statistics and Probability (physics.data-an)