- Direct Poisson neural networks: learning non-symplectic mechanical systems2023 | Faculty of Mathematics and Physics
- Constructing Collective Variables Using Invariant Learned Representations2023 | Faculty of Mathematics and Physics, Faculty of Science
- Differentiable Simulations for Enhanced Sampling of Rare Events2023 | Faculty of Mathematics and Physics, Faculty of Science
- On compatibility of the natural configuration framework with general equation for non-equilibrium reversible-irreversible coupling (GENERIC): Derivation of anisotropic rate-type models2022 | Faculty of Mathematics and Physics
- Learning Physics from Data: a Thermodynamic Interpretation2021 | Faculty of Mathematics and Physics

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