Lina Zhang

8PUBLICATIONS
24CO-AUTHORS
Nanoelectromechanical systemsEvolutionary computationSimulation, modelling, and programming of mechatronics systemsFormal methods for softwareStatistical mechanics in chemistry
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Publications (8)

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

Jakub Martinka, Lina Zhang, Yi-Fan Hou

|Sep 12, 2024
Physics-Informed Active Learning for Accelerating Quantum Chemical Simulations.

Yi-Fan Hou, Lina Zhang, Quanhao Zhang

|Jun 05, 2024
MLatom Software Ecosystem for Surface Hopping Dynamics in Python with Quantum Mechanical and Machine Learning Methods.

Lina Zhang, Sebastian V Pios, Mikołaj Martyka

|Jan 25, 2024
MLatom 3: A Platform for Machine Learning-Enhanced Computational Chemistry Simulations and Workflows.

Pavlo O Dral, Fuchun Ge, Yi-Fan Hou

|Aug 24, 2023
Energy-conserving molecular dynamics is not energy conserving.

Lina Zhang, Yi-Fan Hou, Fuchun Ge

|Aug 22, 2023
Four-Dimensional-Spacetime Atomistic Artificial Intelligence Models.

Fuchun Ge, Lina Zhang, Yi-Fan Hou

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Frequent Collaborators

8 joint publications

Pavlo O Dral

6 joint publications

Yi-Fan Hou

5 joint publications

Fuchun Ge

3 joint publications

Mario Barbatti