Zheyong Fan

23PUBLICATIONS
62CO-AUTHORS
Elemental semiconductorsMolecular and organic electronicsComputational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics)Electrical energy generation (incl. renewables, excl. photovoltaics)Chemical and thermal processes in energy and combustion
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Publications (23)

|Nov 03, 2026
Data-Driven Flipping Engineering for High Thermal Anisotropy in Janus Two-Dimensional Materials.

|Jul 08, 2026
NEP89: universal neuroevolution potential for inorganic and organic materials across 89 elements.

|Apr 22, 2026
Accurate Modeling of Interfacial Thermal Transport in van der Waals Heterostructures via Hybrid Machine Learning and Registry-Dependent Potentials.

|Apr 20, 2026
qNEP: A Highly Efficient Neuroevolution Potential with Dynamic Charges for Large-Scale Atomistic Simulations.

|Apr 16, 2026
Thermal conductivities of monolayer graphene oxide from machine learning molecular dynamics simulations.

|Jan 29, 2026
Improving Robustness and Training Efficiency of Machine-Learned Potentials by Incorporating Short-Range Empirical Potentials.

Zihan Yan, Zheyong Fan, Yizhou Zhu

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Frequent Collaborators

12 joint publications

Penghua Ying

7 joint publications

Paul Erhart

6 joint publications

Ke Xu

6 joint publications

Haikuan Dong