Jakub Martinka

3PUBLICATIONS
8CO-AUTHORS
Computational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics)Nanoelectromechanical systemsOrdinary differential equations, difference equations and dynamical systems
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Publications (3)

|Feb 18, 2026
Flexible Framework for Surface Hopping: From Hybrid Schemes for Machine Learning to Benchmarkable Nonadiabatic Dynamics.

Jakub Martinka, Mikołaj Martyka, Biman Medhi

|Nov 03, 2025
A Descriptor Is All You Need: Accurate Machine Learning of Nonadiabatic Coupling Vectors.

Jakub Martinka, Lina Zhang, Yi-Fan Hou

|Nov 01, 2024
A simple approach to rotationally invariant machine learning of a vector quantity.

Jakub Martinka, Marek Pederzoli, Mario Barbatti

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Frequent Collaborators

3 joint publications

Pavlo O Dral

3 joint publications

Jiří Pittner

2 joint publications

Mario Barbatti

2 joint publications

Mikołaj Martyka