人工智能与数据科学
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钟志诚
教授,博士生导师
钟志诚,教授,博士生导师。本科毕业于上海交通大学少年班,硕士毕业于北京大学,在荷兰特文特大学获得博士学位。2017年通过海外高层次人才引进计划,加入中国科学院宁波材料所,任研究员。2024年加入中国科学技术大学苏州高等研究院。长期致力于“AI+材料”的新型科研范式融合,开创性地将前沿AI技术、凝聚态理论和材料计算相结合,实现了近百万原子、纳秒尺度下的量子精度模拟,与团队成功开发了DPA-SSE、PFD-kit等原创方法。在国际顶级期刊《Science》、《Nature》等发表了超过 110 篇学术论文,两次受邀撰写专著独立章节,由Springer和Elsevier出版社组织出版,并受邀担任中国物理学会《物理》期刊编委会成员。同时主持多项国家项目。
电子邮箱:zczhong@ustc.edu.cn
联系地址:中国科学技术大学苏州高等研究院唯真楼406
课题组网站链接:https://ai4s.work/
研究方向:
AI for Material Science
材料表界面、滑移铁电材料、复杂氧化物表界面、磁性材料等理论计算;机器学习力场
获奖及荣誉:
2017海外高层次人才青年项目
苏州创新创业领军人才计划
学术论文及著作:
近5年内发表的代表性论著
(1)Ri He; Hua Wang; Fenglin Deng;Yuxiang Gao; Bingwen Zhang; Yubai Shi; Run-WeiLi; Zhicheng Zhong; Switching Two-Dimensional Sliding Ferroelectrics by Mechanical Bending, Physical Review Letter, 2025, 134(7):076101 (本人标注:共同通讯作者)
(2)Yuxiang Gao; Fenglin Deng; Ri He; Zhicheng Zhong; Spontaneous curvature in twodimensional van der Waals heterostructures, Nature Communications, 2025, 16(1):717(本人标注:唯一通讯作者)
(3)Renji Bian;Ri He; Er Pan; Zefen Li; Guiming Cao; Peng Meng; Jiangang Chen;Qing Liu; Zhicheng Zhong; Wenwu Li; Fucai Liu; Developing fatigue-resistant ferroelectrics using interlayer slidings witching,Science, 2024, 385(6704): 57-62 (本人标注:共同通讯作者)
(4)Ri He; Haowei Xu; Peijun Yang; Kai Chang;Hua Wang; Zhicheng Zhong; Ferroelastic TwinWall-Mediated Ferroelectriclike Behavior and Bulk Photovoltaic Effect in SrTiO3, Physical Review Letters , 2024, 132 (17): 176801 (本人标注:共同通讯作者)
(5)Ri He; Bingwen Zhang; Hua Wang; Lei Li; Ping Tang; Gerrit Bauer; Zhicheng Zhong; Ultrafast switching dynamics of the ferroelectric order in stacking-engineered ferroelectrics, Acta Materialia, 2024, 262:119416 (本人标注:唯一通讯作者)
近5年内发表的其他论著:
(1) Wei, Xia; Bo, Bai; Xuejiao, Chen; Yichen, Yang;Yang, Zhang; Jian, Yuan; Qiang,Li; Kunya, Yang; Xiangqi, Liu; Yang, Shi; Haiyang, Ma; Huali, Yang; Mingquan, He; Lei, Li; Chuanying, Xi; Li, Pi; Xiaodong, Lv; Xia, Wang; Xuerong, Liu; Shiyan,Li; Xiaodong, Zhou;Jianpeng, Liu; Yulin, Chen; Jian, Shen; Dawei, Shen; Zhicheng, Zhong; Wenbo, Wang; Yanfeng, Guo; Giant DomainWall Anomalous Hall Effect in a Layered Antiferromagnet EuAl2Si2, Physical Review Letters,2024,133(21):216602 (本人标注:共同通讯作者)
(2) Xuejian Qin; Hongyu Wu; Guoyong Shi; Chao Zhang; Peiheng Jiang; Zhicheng Zhong; Zeropoint quantum diffusion of protons in the hydrogen-rich superconductor LaH10 from first principles, Physical Review B, 2023, 108(6): 064102 (本人标注: 唯一通讯作者)
(3) Yulin Gan; Fazhi Yang; Lingyuan Kong; Xuejiao Chen; Hao Xu; Jin Zhao; Gang Li; Yuchen Zhao; Lei Yan; Zhicheng Zhong; Yunzhong Chen; Hong Ding ; Light-induced giant Rashba spin-orbit coupling at superconducting KTaO3 (110) heterointerfaces, Advanced Materials, 2023, 35(25): 2300582 (本人标注: 共同通讯作者)
(4) Yong Zhang; Fucong Fei; Ruxin Liu; Tongshuai Zhu; Bo Chen; Tianyu Qiu; Zewen Zuo;Wenchao Tang; Xiaoxiang Xi; Xiaoshan Wu; Di Wu; Zhicheng Zhong; Fengqi Song; Rong Zhang; Xuefeng Wang ; Enhanced Superconductivity and Upper Critical Field in Ta-Doped Weyl Semimetal Td-MoTe2, Advanced Materials, 2023, 35: 2207841 (本人标注: 共同通讯作者 )
(5) Ruxin, Liu; Liang, Si; Wei, Niu; Xu, Zhang; Zhongqiang, Chen; Changzheng, Zhu; Wenzhuo, Zhuang; Yongda, Chen; Liqi, Zhou; Chunchen, Zhang; Peng, Wang; Fengqi, Song; Lin, Tang; Yongbing, Xu; Zhicheng, Zhong; Rong, Zhang; Xuefeng, Wang ; Light-Induced Mott-Insulator-to-Metal Phase Transition in Ultrathin Intermediate-Spin Ferromagnetic Perovskite Ruthenates, Advanced Materials, 2023, 0(0): 2211612 ( 本人标注: 共同通讯作者 )
(6) Hongyu Wu; Ri He; Yi Lu; Zhicheng Zhong; Large-scale atomistic simulation of quantum effects in SrTiO3 from first principles, Physical Review B, 2022, 106(22): 224102 (本人标注: 唯一通讯作者)
(7) Ri, He; Hongyu, Wu; Yi, Lu; Zhicheng Zhong; Origin of negative thermal expansion and pressure-induced amorphization in zirconium tungstate from a machine-learning potential, Physical Review B, 2022, 106(17): 174101 (本人标注: 唯一通讯作者)
(8) Ri, He; Hongyu, Wu; Shi, Liu; Houfang, Liu; Zhicheng, Zhong; Ferroelectric structural transition in hafnium oxide induced by charged oxygen vacancies, Physical Review B, 2021, 104(18): L180102 ( 本人标注: 唯一通讯作者 )
(9) Weinan, Lin; Liang, Liu; Qing, Liu; Lei, Li; Xinyu, Shu; Changjian, Li; Qidong, Xie; Peiheng, Jiang; Xuan, Zheng; Rui, Guo; Zhishiuh, Lim; Shengwei, Zeng; Guowei, Zhou; Han, Wang; Jing, Zhou; Ping, Yang; Ariando; Stephen J., Pennycook; Xiaohong, Xu; Zhicheng Zhong; Zhiming, Wang; Jingsheng, Chen ; Electric Field Control of the Magnetic Weyl Fermion in an Epitaxial SrRuO3 (111) Thin Film, Advanced Materials, 2021,33(36):2101316 (本人标注: 共同通讯作者)
(10) Liang Si; Wen Xiao; JosefKaufmann; JanM.Tomczak; Yi Lu; Zhicheng Zhong; KarstenHeld; TopotacticHydrogen in Nickelate Superconductors and Akin Infinite-Layer Oxides ABO2;Physical Review Letters, 2020, 124(16):166402 (本人标注:共同通讯作者)