Michal Pavelka

According to our database, Michal Pavelka authored at least 11 papers between 2018 and 2026.

Collaborative distances:

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

2026

Nonlinear GENERIC Informed Neural Networks (N-GINNs): learning GENERIC dynamics with non-quadratic dissipation potentials.

Vojtech Votruba, Zequn He, Weilun Qiu, Celia Reina, Michal Pavelka

CoRR, May, 2026

2025

Assignment-Routing Optimization: Solvers for Problems Under Constraints.

Yuan Qilong, Michal Pavelka

CoRR, December, 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

Globally time-reversible fluid simulations with smoothed particle hydrodynamics.

Ondrej Kincl, Michal Pavelka

Comput. Phys. Commun., 2023

Unified description of fluids and solids in Smoothed Particle Hydrodynamics.

Ondrej Kincl, Ilya Peshkov, Michal Pavelka, Václav Klika

Appl. Math. Comput., 2023

2022

Theoretical Analysis of Rolling Fluid Turbines.

Ondrej Kincl, Michal Pavelka, Frantisek Marsík, Miroslav Sedlácek

SIAM J. Appl. Math., 2022

2020

Dynamic and Renormalization-Group Extensions of the Landau Theory of Critical Phenomena.

Miroslav Grmela, Václav Klika, Michal Pavelka

Entropy, 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

2019

Dynamic Maximum Entropy Reduction.

Václav Klika, Michal Pavelka, Petr Vágner, Miroslav Grmela

Entropy, 2019

Lifts of Symmetric Tensors: Fluids, Plasma, and Grad Hierarchy.

Ogul Esen, Miroslav Grmela, Hasan Gümral, Michal Pavelka

Entropy, 2019

2018

Thermodynamic Explanation of Landau Damping by Reduction to Hydrodynamics.

Michal Pavelka, Václav Klika, Miroslav Grmela

Entropy, 2018