Zheyong Fan

Materials Chemistry · 2015–2022

A researcher in the Science corpus: 5 papers; trusts 2 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Materials Chemistry — 91 citations into it

Whom Zheyong Fan trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. J. Behler
2. Mark E. Tuckerman
3. S. Plimpton
4. Yi Xia
5. A. P. Bart'ok
6. Wei-Ling Lv
7. Aidan P. Thompson
8. F. Eriksson
9. Han Wang
10. L. Lindsay

Who trusts Zheyong Fan overall

1. Xiaokun Gu

Papers from Zheyong Fan's perspective

Ordered by how strongly the researchers Zheyong Fan trusts endorse each paper. Same corpus, a different order for every researcher.

1. On representing chemical environments
2. QUANTUM ESPRESSO: a modular and open-source software project for quantum simulations of materials (Journal of Physics: Condensed Matter)
3. Spectral neighbor analysis method for automated generation of quantum-accurate interatomic potentials
4. DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics (Computer Physics Communications)
5. Natural Evolution Strategies
6. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
7. Revisiting lattice thermal transport in PbTe: The crucial role of quartic anharmonicity (Applied Physics Letters)
8. First-principles prediction of phononic thermal conductivity of silicene: A comparison with graphene
9. Statistical Mechanics: Theory and Molecular Simulation
10. Generalized neural-network representation of high-dimensional potential-energy surfaces.

Their papers

• Thermal conductivity decomposition in two-dimensional materials: Application to graphene (2016) — 134 citations
• GPUMD: A package for constructing accurate machine-learned potentials and performing highly efficient atomistic simulations. (2022) — 395 citations
• Neuroevolution machine learning potentials: Combining high accuracy and low cost in atomistic simulations and application to heat transport (2021) — 306 citations
• Homogeneous nonequilibrium molecular dynamics method for heat transport and spectral decomposition with many-body potentials (2018) — 151 citations
• Force and heat current formulas for many-body potentials in molecular dynamics simulations with applications to thermal conductivity calculations (2015) — 223 citations