papers
Publications (2)
cond-mat.mtrl-sci2022
Inorganic Crystal Structure Prototype Database based on Unsupervised Learning of Local Atomic Environments
Shulin Luo, Bangyu Xing, Muhammad Faizan +9
Recognition of structure prototypes from tremendous known inorganic crystal structures has been an important subject beneficial for material science research and new materials desi…
cond-mat.mtrl-sci2021
JAMIP: an artificial-intelligence aided data-driven infrastructure for computational materials informatics
Xin-Gang Zhao, Kun zhou, Bangyu Xing +13
Materials informatics has emerged as a promisingly new paradigm for accelerating materials discovery and design. It exploits the intelligent power of machine learning methods in ma…