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

Institutions

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
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

On-the-fly optimization of the lattice parameters with a symmetry constraint for high-throughput calculation

Huitao Bai, Yumin Qian, Hui Li, Shengyi Li et al.
Physical Chemistry Chemical Physics
Machine Learning in Materials Science
article

On-the-fly optimization of the lattice parameters with a symmetry constraint for high-throughput calculation

Huitao Bai, Yumin Qian, Hui Li, Shengyi Li, Yijie Hou, Li Xu, Cun Wang, Xuechun Wang, Qing Xue, Peng Sheng
article en

Abstract

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.

Physical Chemistry Chemical PhysicsVol. 27(13)
Beijing Institute of Technology (CN), Beijing Solar Energy Research Institute (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 96%
Machine Learning in Materials Science
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.