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Mgr. Martin Šípka
External academic staff at Faculty of Mathematics and Physics
5 publications
Publications
publication
Constructing Collective Variables Using Invariant Learned Representations
2023 |
Faculty of Mathematics and Physics, Faculty of Science
publication
Differentiable Simulations for Enhanced Sampling of Rare Events
2023 |
Faculty of Mathematics and Physics, Faculty of Science
publication
Direct Poisson neural networks: learning non-symplectic mechanical systems
2023 |
Faculty of Mathematics and Physics
publication
On compatibility of the natural configuration framework with general equation for non-equilibrium reversible-irreversible coupling (GENERIC): Derivation of anisotropic rate-type models
2022 |
Faculty of Mathematics and Physics
publication
Learning Physics from Data: a Thermodynamic Interpretation
2021 |
Faculty of Mathematics and Physics
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