Work

Crystal Structure Prediction Using Generative Adversarial Network with Data-Driven Latent Space Fusion Strategy

Year: 2024

Type: article

Source: Journal of Chemical Theory and Computation

DOI: 10.1021/acs.jctc.4c01096

Authors: Zian Chen, Haichao Li, Chen Zhang, Hongbin Zhang, Yongxiao Zhao, Jian Cao, Tao He, Lina Xu, Hongping Xiao, Yi Li, Hezhu Shao, Xiaoyu Yang, Xiao He, Guoyong Fang

Institutions: Wenzhou University, Chinese Academy of Sciences, Computer Network Information Center, New York University Shanghai, New York University, East China Normal University

Language: English

Topic: Machine Learning in Materials Science

Subfield: Materials Chemistry

Field: Materials Science

Domain: Physical Sciences

Open Access status: closed

Funders: Natural Science Foundation of Shanghai, National Natural Science Foundation of China, Natural Science Foundation of Chongqing, Wenzhou University, National Key Research and Development Program of China, Fundamental Research Funds for the Central Universities, Basic Research Project of Wenzhou City

Awards: G1213885615, G1675663421, G1843174013, 机器学习驱动的复杂体系分子模拟的量子化学新方法及应用, G3672522634, G5001637446, G5471211298, G576447379, 原子/分子层沉积金属-有机框架材料的表面反应与生长机理的理论研究

OpenAlex ID: W4403757633

FWCI: 1.8

Cites: 60

Cited by: 19

Related to: 10