On-the-fly optimization of the lattice parameters with a symmetry constraint for high-throughput calculation
We developed AxisOpt, a program that aims for selective cell shape relaxation, with a symmetry constraint integrated into the Vienna <i>ab initio</i> simulation package (VASP). The program has wide applicability for two-dimensional (2D) and three-dimensional (3D) materials. Herein, the working principle of AxisOpt and illustrative examples of its usages for 2D and 3D crystal lattices were presented. Results showed that the cell optimization performed with AxisOpt was convenient and efficient with high accuracy. Thus, the AxisOpt program can be used in high-throughput screening workflows to design new materials for specific applications before they are synthesized. The entire AxisOpt program is fully open and can be obtained by contacting the corresponding author.
Authors
- Huitao Bai
- Yumin Qian (ORCID: https://orcid.org/0000-0002-3377-7794)
- Hui Li (ORCID: https://orcid.org/0000-0001-9198-3951)
- Shengyi Li (ORCID: https://orcid.org/0000-0002-5045-9165)
- Yijie Hou
- Li Xu (ORCID: https://orcid.org/0000-0003-4270-0542)
- Cun Wang (ORCID: https://orcid.org/0009-0003-7118-7749)
- Xuechun Wang (ORCID: https://orcid.org/0000-0001-9463-1134)
- Qing Xue (ORCID: https://orcid.org/0009-0004-2366-2020)
- Peng Sheng
Institutions
- Beijing Institute of Technology (CN)
- Beijing Solar Energy Research Institute (CN)
Publication Details
- Journal
- Physical Chemistry Chemical Physics
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1039/d4cp04364b
- Primary Topic
- Machine Learning in Materials Science
- Type
- article
- Field-Weighted Citation Impact
- 0.00