Crystal structure prediction:
- Yanchao Wang, Jian Lv, Li Zhu, and Yanming Ma
Crystal Structure Prediction via Particle Swarm Optimization
Phys. Rev. B 82, 094116 (2010)
- Yanchao Wang, Jian Lv, Li Zhu, and Yanming Ma
CALYPSO: A method for crystal structure prediction
Comput. Phys. Commun. 183, 2063 (2012)
- Xuecheng Shao, Jian Lv, Peng Liu, Sen Shao, Pengyue Gao, Hanyu Liu, Yanchao Wang, and Yanming Ma
A symmetry-orientated divide-and-conquer method for crystal structure prediction
J. Chem. Phys. 156, 014105 (2022)
Cluster structure prediction:
Two-Dimensional layer structure prediction:
- Yanchao Wang, Maosheng Miao, Jian Lv, Li Zhu, Ketao Yin, Hanyu Liu, and Yanming Ma
An effective structure prediction method for layered materials based on 2D particle swarm optimization algorithm
J. Chem. Phys. 137, 224108 (2012)
- Xinyu Luo, Jihui Yang, Hanyu Liu, Xiaojun Wu, Yanchao Wang, Yanming Ma, Su-Huai Wei, Xingao Gong, and Hongjun Xiang
Predicting Two-Dimensional Boron-Carbon Compounds by the Global Optimization Method
J. Am. Chem. Soc. 133, 16285 (2011)
Superhard Materials Design:
- Xinxin Zhang, Yanchao Wang, Jian Lv, Chunye Zhu, Qian Li, Miao Zhang, Quan Li, and Yanming Ma
First-principles structural design of superhard materials
J. Chem. Phys. 138, 114101 (2013)
Surface reconstruction searching method:
- Shaohua Lu, Yanchao Wang, Hanyu Liu, Mao-sheng Miao, and Yanming Ma
Self-assembled ultrathin nanotubes on diamond (100) surface
Nature Commun. 5, 3666 (2014)
Structure Prediction of Atoms Adsorbed on Two-Dimensional Layer Materials:
- Bo Gao, Xuecheng Shao, Jian Lv, Yanchao Wang, and Yanming Ma
Structure Prediction of Atoms Adsorbed on Two-Dimensional Layer Materials: Method and Applications
J. Phys. Chem. C 119, 20111 (2015)
X-ray diffraction data-assisted structure searches:
Construction of crystal structure prototype database:
Inverse design of inorganic electrides:
- Yunwei Zhang, Hui Wang, Yanchao Wang, Lijun Zhang, and Yanming Ma
Computer-Assisted Inverse Design of Inorganic Electrides
Phys. Rev. X 7, 011017 (2017)
Protein structure prediction method:
- Pengyue Gao, Sheng Wang, Jian Lv, Yanchao Wang, and Yanming Ma
A database assisted protein structure prediction method via a swarm intelligence algorithm
RSC Adv. 7, 39869 (2017)
Accelerating CALYPSO Structure Prediction by Machine Learning Potentials:
- Qunchao Tong, Lantian Xue, Jian Lv, Yanchao Wang, and Yanming Ma
Accelerating CALYPSO Structure Prediction by Data-driven Learning of Potential Energy Surface
Faraday Discuss. 211, 31 (2018)
- Zhenyu Wang, Xiaoyang Wang, Xiaoshan Luo, Pengyue Gao, Ying Sun, Jian Lv, Han Wang, Yanchao Wang and Yanming Ma
Concurrent learning scheme for crystal structure prediction
Phys. Rev. B 109, 094117 (2024)
Interface structure prediction method:
- Bo Gao, Pengyue Gao, Shaohua Lu, Jian Lv, Yanchao Wang and Yanming Ma
Interface structure prediction via CALYPSO method
Sci. Bull. 64, 301(2019)
A method for identifying transition states in solids:
- Ketao Yin, Pengyue Gao, Xuecheng Shao, Bo Gao, Hanyu Liu, Jian Lv, John S. Tse, Yanchao Wang and Yanming Ma
An automated predictor for identifying transition states in solids
npj Comput. Mater. 6, 16 (2020)
Deep learning generative model for generating crystal:
- Xiaoshan Luo, Zhenyu Wang, Pengyue Gao, Jian Lv, Yanchao Wang, Changfeng Chen and Yanming Ma
Deep learning generative model for crystal structure prediction
npj Comput. Mater. 10, 254 (2024)
Representing crystal potential energy surfaces:
- Lu Li, Bing Yu, Pengyue Gao, Jian Lv, Lei Zhang, Yanchao Wang and Yanming Ma
Representing crystal potential energy surfaces via a stationary-point network
Acta Mater. 281, 120403 (2024)