📝 Publications

• JMI 2024 CGWGAN: crystal generative framework based on Wyckoff generative adversarial network Tianhao Su, Bin Cao(co-first author), Shunbo Hu, Musen Li, Tong-yi Zhang. JMI

• JPS 2024 A universal strategy towards high-rate and ultralong-life of Li-rich Mn- based cathode materials Fu, W., Lei, T., Cao, B., Shi, X., Zhang, Q., Ding, Z., … & Wu, J. Journal of Power Sources

• arXiv 2024 SimXRD-4M: Big Simulated X-ray Diffraction Data Accelerate the Crystalline Symmetry Classification Bin Cao, Yang Liu, Zinan Zheng, Ruifeng Tan, Jia Li, Tong-yi Zhang

• IUCrJ 2024 Crystallographic Phase Identifier of a Convolutional Self-Attention Neural Network (CPICANN) on Powder Diffraction Patterns Shouyang Zhang, Bin Cao (co-first), Tianhao Su, Yue Wu, Zhenjie Feng, Jie Xiong, Tong-Yi Zhang

• Chem Eng J 2024 A Li-rich layered oxide cathode with remarkable capacity and prolonged cycle life Tongxing Lei, Bin Cao, Wenbo Fu, Xiuling Shi, Zhiyu Ding, Qi Zhang, Junwei Wu, Kaikai Li, Tong-Yi Zhang

• MD 2024 Active Learning Accelerates the Discovery of High Strength and High Ductility Lead-Free Solder Alloys B Cao, T Su, S Yu, T Li, T Zhang, Z Dong, TY Zhang

• npj 2024 MLMD: a programming-free AI platform to predict and design materials Jiaxuan Ma, Bin Cao (co-first author), Shuya Dong, Yuan Tian, Menghuan Wang, Jie Xiong, Sheng Sun

• JMST 2024 Machine learning-assisted composition design of W-free Co-based superalloys with high γ′-solvus temperature and low densityLinlin Sun, Bin Cao, Qingshuang Ma, Qiuzhi Gao, Jiahao Luo, Minglong Gong, Jing Bai, Huijun Li

• npj 2023 Divide and conquer: Machine learning accelerated design of lead-free solder alloys with high strength and high ductility Qinghua Wei, Bin Cao (co-first author), Hao Yuan (co-first author), Youyang Chen, Kangdong You, Shuting Yu, Tixin Yang, Ziqiang Dong, Tong-Yi Zhang

• Nano Energy 2023 Orthorhombic (Ru, Mn)2O3: A superior electrocatalyst for acidic oxygen evolution reactionYin Qin, Bin Cao, Xiao-Ye Zhou, Zhuorui Xiao, Hanxiang Zhou, Zhenyi Zhao, Yibo Weng, Jianshuai Lv, Yang Liu, Yan-Bing He, Feiyu Kang, Kaikai Li, Tong-Yi Zhang

• Materials 2023 Fabricated High-Strength, Low-Elastic Modulus Biomedical Ti-24Nb-4Zr-8Sn Alloy via Powder MetallurgyGuo, A.X.Y., Cao, B., Wang, Z., Ma, X., Cao, S.C.

• JMST 2023 Discovering a formula for the high temperature oxidation behavior of FeCrAlCoNi based high entropy alloys by domain knowledge-guided machine learningQinghua Wei, Bin Cao, Lucheng Deng, Ankang Sun, Ziqiang Dong, Tong-Yi Zhang

• jmi 2022 (Cover paper)Domain knowledge-guided interpretive machine learning: formula discovery for the oxidation behavior of ferritic-martensitic steels in supercritical water Bin Cao, Shuang Yang, Ankang Sun, Ziqiang Dong, Tong-Yi Zhang