叶财超 - 南方科技大学 - 前沿与交叉科学研究院

个人简介

叶财超，博士，副研究员，硕士研究生导师。主要从事计算材料学/化学、机器学习（化学反应、材料设计等）研究，集中于能量转换有机半导体功能材料、新型电催化/光催化材料、含能材料、新型二维材料等的性质、反应性能及催化机理研究。主持或参与了多个项目，包括国家自然科学基金、国家重点研发计划、广东省重点研发计划、深圳市基础面上项目等，并在Natl Sci Rev、Nat Commun、Adv Mater、Adv Energy Mater、Angewandte、ACS Appl Mater Interfaces等学术期刊发表论文60余篇，其中封面文章4篇，ESI高被引论文2篇。“能量转换与存储技术教育部重点实验室”和“广东省计算科学与新材料设计重点实验室”核心成员，并获得“深圳市孔雀计划海外高层次人才(2016)”，“深圳市高层次专业人才(2021)”及“江苏省优秀博士论文(2016)”等。教育经历 2013年09月-2015年01月加州理工学院材料科学与工程联合培养博士导师：William A. Goddard III 院士 2010年09月-2015年06月南京理工大学化学工程与技术博士导师：居学海教授 2006年09月-2010年06月南京理工大学材料化学学士工作经历 2023年12月至今南方科技大学研究副教授 2018年07月-2023年11月南方科技大学研究助理教授 2015年06月-2018年05月深圳光启高等理工研究院研究员

研究领域

机器学习和数据挖掘（化学反应，材料设计等）有机功能材料输运机制研究电催化、光催化机理研究新型二维材料分子设计及物性调控含能材料的结构与性质理论研究

近期论文

查看导师最新文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Shan Zhang, Guanglin Zhang, Guqiao Ding, Zhiduo Liu, Bingkun Wang, Huijuan Wu, Genwang Wei, Jipeng Li, Caichao Ye*, Siwei Yang*, Gang Wang*. The synergistic effect on the mimetic optical structure of feline eyes towards household health monitoring of acute and chronic diseases. ACS Nano, 2024. Jiajia Zhang‡, Caichao Ye‡, Genwang Wei, Liang Guo, Yuhang Cai, Zhi Li, Xinzhi Wu, Fangyi Sun, Qikai Li, Yupeng Wang, Huan Li, Yuchen Li, Shuaihua Wang, Wei Xu, Xuefeng Guo*, Wenqing Zhang*, Weishu Liu*. Polaron interfacial entropy as a route to high thermoelectric performance in DAE-doped PEDOT:PSS films. Natl. Sci. Rev., 2024. Yongqiang Li‡, Hang Wang‡, Caichao Ye, Xuelian Wang, Peng He, Siwei Yang*, Hui Dong*, Guqiao Ding*. Fast proton transport enables magnetic relaxation response of graphene quantum dots for monitoring oxidative environment in vivo. Nanoscale, 2024, DOI:10.1039/D3NR05053J. Chao Liu‡, Caichao Ye‡, Tianning Zhang, Jiheng Tang, Kunpeng Mao, Long Chen, Liang Xue, Jingwen Sun, Wenqing Zhang, Xin Wang, Pan Xiong,* Guoxiu Wang,* Junwu Zhu*. Bio-inspired Double Angstrom-Scale Confinement in Ti-deficient Ti0.87O2 Nanosheet Membranes for Ultrahigh-performance Osmotic Power Generation. Angew. Chem. Int. Ed., 2023, e202315947. Yaobin Wang, Xinlei Ge, Qian Lu*, Wenjun Bai, Caichao Ye*, Zongping Shao*, Yunfei Bu*. Accelerated deprotonation with a hydroxy-silicon alkali solid for rechargeable zinc-air batteries. Nat. Commun., 2023, 14, 6968. Yang Song‡, Hyunmin Kim‡, Ji-Hyun Jang*, Wenjun Bai, Caichao Ye*, Jiamin Gu, Yunfei Bu*. Pt3Ni Alloy Nanoparticle Electro-Catalysts with Unique Core-Shell Structure on Oxygen-Deficient Layered Perovskite for Solid Oxide Cells. Adv. Energy Mater., 2023, 2302384. Guanglin Zhang, Shan Zhang, Li Zheng*, Huijuan Wu, Bingkun Wang, Zhengyi He, Zhiwen Jin, Caichao Ye*, Gang Wang*. Localized Surface Plasmon Resonance Enables Si-Based Near-Infrared Photodetector. IEEE T. Electron Dev., 2023, 70(10), 5497-5500. Qikai Li‡, Cheng-Gong Han‡, Shuaihua Wang, Caichao Ye, Xinbo Zhang, Xiao Ma, Tao Feng, Yuchen Li, Weishu Liu*. Anionic entanglement induced giant thermopower in ionic thermoelectric material Gelatin-CF3SO3K-CH3SO3K. eScience, 2023, 3(5), 100169. Xinyue Zhang, Genwang Wei, Ye Sheng, Wenjun Bai, Jiong Yang, Wenqing Zhang*, Caichao Ye*. Polymer-Unit Fingerprint (PUFp): An Accessible Expression of Polymer Organic Semiconductors for Machine Learning. ACS Appl. Mater. Interfaces, 2023, 15(17), 21537–21548. Man Ou‡, Mei Geng‡, Xiangle Fang, Wenfan Shao, Fenghong Bai, Shipeng Wan, Caichao Ye*, Yuping Wu, Yuhui Chen*. Tailored BiVO4 photoanode hydrophobic microenvironment enables water oxidative H2O2 accumulation. Adv. Sci., 2023, 10(15), 2300169. Chao Liu‡, Caichao Ye‡, Yunyan Wu, Yifan Liu, Zhihang Liu, Zhaotian Chen, Renzhi Ma, Nobuyuki Sakai, Liang Xue, Jingwen Sun, Wenyao Zhang, Wenqing Zhang, Xin Wang, Takayoshi Sasaki*, Pan Xiong*, Junwu Zhu*. Atomic-Scale Engineering of Cation Vacancies in Two-Dimensional Unilamellar Metal Oxide Nanosheets for Electricity Generation from Water Evaporation. Nano Energy, 2023, 110, 108348. Genwang Wei, Xinyue Zhang, Jianan Li, Wenjun Bai, Caichao Ye*, Wenqing Zhang*. Intrinsic Charge Transport for DTzTI-based All-Acceptor Homo-polymers n-type Organic Semiconductors: Roles of Conjugation Length and Orbital Delocalization. J. Phys. Chem. C, 2023, 127(8), 4273–4282. Yang Song, Yi Wang, Chenyao Hu, Caichao Ye, Zhimin Qian, Yunxia Zhao, and Wei Cai*. Facet Engineering-Induced Construction of Ni2P/ZnIn2S4 Heterostructures for Boosted Photocatalytic CO2 Reduction. ACS Appl. Mater. Interfaces, 2023, 15(25), 30199–30211. Guanglin Zhang‡, Jie Sun‡, Genwang Wei, Shan Zhang, Zhengyi He, Huijuan Wu, Bingkun Wang, Siwei Yang, Guqiao Ding, Zhiduo Liu, Zhiwen Jin, Caichao Ye*, Gang Wang*. High-efficiency Photo-induced Charge Transfer for SERS Sensing in N-doped 3D-Graphene on Si Heterojunction. Energy Environ. Mater., 2023, DOI: 10.1002/eem2.12565. Xiaoqiang Feng, Zhiduo Liu, Guanglin Zhang, Shan Zhang, Shuiping Huang, Zhengyi He, Genwang Wei, Siwei Yang, Yangguang Zhu, Caichao Ye*, Cheng-Te Lin*, Guqiao Ding, Gang Wang*. Natural Graphene Plasmonic Nano-Resonators for Highly Active Surface-Enhanced Raman Scattering Platforms. Energy Environ. Mater., 2023, 6(5), e12394. Wei Cai*, Hongjie Han, Chenyao Hu, Caichao Ye, Yan Cao, Yi Wang, Junxiang Fu, Yunxia Zhao, Yunfei Bu. Fabrication of Transition Metal (Mn, Co, Ni, Cu)-Embedded Faveolate ZnFe2O4 Spinel Structure with Robust CO2 Hydrogenation into Value-added C2+ Hydrocarbons. Chem. Cat. Chem., 2023, 15(6), e202201403. Mingming Zhou‡, Genwang Wei‡, Yao Zhang, Dong Xiang*, Caichao Ye*. Molecular dynamic insight into octahydro-1,3,5,7-tetranitro-1,3,5,7-tetrazocine (HMX) and the nano-HMX decomposition mechanism. RSC Advance, 2022, 12, 32508-32517. Yu-Xiao Cheng, Ying Zhao, Feng-Qi Zhao, Si-Yu Xu, Xue-Hai Ju*, Cai-Chao Ye*. ReaxFF simulations on the combustion of Al and n-butanol nanofluid. Fuel, 2022, 330, 125465. Liang Song, Feng-Qi Zhao, Si-Yu Xu, Xue-Hai Ju*, Cai-Chao Ye*. Onset of catalytic activity of graphene nanosheets in reaction with energetic materials evaluated by ReaxFF molecular dynamics simulation. Surf. Interfaces, 2022, 31, 102024. Yifan Liu‡, Caichao Ye‡, Shu-Na Zhao, Yunyan Wu, Chao Liu, Jiangfeng Huang, Liang Xue, Jingwen Sun, Wenqing Zhang, Xin Wang, Pan Xiong*, Junwu Zhu*. A dual-site doping strategy for developing efficient perovskite oxide electrocatalysts towards oxygen evolution reaction. Nano Energy, 2022, 99, 107344. Zhengyi He, Lingyan Yu, Gang Wang*, Caichao Ye*, Xiaoqiang Feng, Li Zheng, Siwei Yang, Guanglin Zhang, Genwang Wei, Zhiduo Liu, Zhongying Xue*, Guqiao Ding. Investigation of a Highly Sensitive Surface-Enhanced Raman Scattering Substrate Formed by a Three-Dimensional/Two-Dimensional Graphene/Germanium Heterostructure. ACS Appl. Mater. Interfaces, 2022, 14(12), 14764–14773. Zhizai Li‡, Siwei Yang‡, Caichao Ye‡, Gang Wang*, Bo Ma, Huanhuan Yao, Qian Wang, Guoqiang Peng, Qiang Wang, Hao-Li Zhang*, Zhiwen Jin*. Ordered Element Distributed C3N Quantum Dots Manipulated Crystallization Kinetics for 2D CsPbI3 Solar Cells with Ultra-High Performance. Small, 2022, 18(15), 2108090. Du Chen‡, Feng Jiang‡, Liang Fang‡, Yong-Bin Zhu, Cai-Chao Ye, Wei-Shu Liu*. Machine Learning Assisted Discovering of New M2X3-type Thermoelectric Materials. Rare Metals, 2022, 41(5), 1543-1553. Mingming Zhou, Caichao Ye, Dong Xiang*. Theoretical Studies on the Role of Guest in α-CL-20/Guest Crystals. Molecules, 2022, 27(10), 3266. Yang Song, Caichao Ye, Xue Yu, Jiayu Tang, Yunxia Zhao, Wei Cai*. Electron-induced enhanced interfacial interaction of the CuO/BiOCl heterostructure for boosted CO2 photoreduction performance under simulated sunlight. Appl. Surf. Sci. 2022, 583, 152463. Yunyan Wu‡, Caichao Ye‡, Lei Yu‡, Yifan Liu, Jiangfeng Huang, Jiabao Bi, Liang Xue, Jingwen Sun, Juan Yang, Wenqing Zhang, Xin Wang, Pan Xiong*, Junwu Zhu*. Soft template-directed interlayer confinement synthesis of a Fe-Co dual single-atom catalyst for Zn-air batteries. Energy Storage Mater., 2022, 45, 805-813. Yueji Cai, Weikang Wang, Xuanxuan Cao, Lingfei Wei, Caichao Ye, Chunfeng Meng, Aihua Yuan*, Huan Pang*, Chao Yu*. Synthesis of Tostadas-Shaped Metal-Organic Frameworks for Remitting Capacity Fading of Li-Ion Batteries. Adv. Func. Mater. 2022, 32, 2109927. Javad Safaei, Seyed Mostafa Hosseinpour Mashkani, Hao Tian, Cai-Chao Ye*, Pan Xiong*, Guo-Xiu Wang*. Self-Assembled NbOPO4 Nanosheet/Reduced Graphene Oxide Heterostructure for Capacitive Desalination. ACS Appl. Nano Mater., 2021, 4(11), 12629-12639. Liang Song, Feng-Qi Zhao, Si-Yu Xu, Xue-Hai Ju*, Cai-Chao Ye*. ReaxFF study on combustion mechanism of ethanol/nitromethane. Fuel, 2021, 303, 121221. Xiaozhe Zhang‡, Na Li‡, Jun Zhang‡, Yanshen Zhang‡, Xiaoli Yang, Yifan Luo, Bobo Zhang, Zhixue Xu, Zhenhua Zhu, Xiuyan Yang, Yuan Yan, Biao Lin, Shen Wang, Da Chen, Caichao Ye, Yan Ding, Mingliang Lou, Qingcui Wu, Zhanfeng Hou, Keren Zhang, Ziming Liang, Anqi Wei, Bianbian Wang, Changhe Wang, Nan Jiang, Wenqing Zhang, Guozhi Xiao, Cong Ma, Yan Ren, Xiangbing Qi, Weiping Han, Chao Wang*, Feng Rao*. 5-IP7 is a GPCR messenger mediating neural control of synaptotagmin-dependent insulin exocytosis and glucose homeostasis. Nat. Metab., 2021, 3, 1400–1414. Liang Song, Feng-Qi Zhao, Si-Yu Xu, Cai-Chao Ye*, Xue-Hai Ju*. Molecular dynamic insight into aluminum nanoparticles self-encapsulated by CNTs and their oxygen ignition. Mater. Today Commun., 2021, 28, 102628. Junxian Zhang, Yu Xia, Caichao Ye, Haifa Qiu, Nianji Zhang, Guoxin Yin, Guangyuan Ren, Chunhua Chen*, Yuping Yuan*, Hsing-Lin Wang*. Layered Hexaphenylbenzene (HPB) Derivatives with Pseudo-2D Structure for High-Performance Li Ion Batteries. Energy Storage Mater., 2021, 42, 109-117. Yuanqing Mao, Hongliang Yang, Ye Sheng, Jiping Wang, Runhai Ouyang, Caichao Ye*, Jiong Yang*, Wenqing Zhang. Prediction and Classification of Formation Energy for Binary Compounds by Machine Learning: An Approach Without Crystal Structure Information. ACS Omega, 2021, 6(22), 14533-14541. Man Ou‡, Jin-Ke Li‡, Yuan-Zhao Chen, Shi-Peng Wan, Shu-Lin Zhao, Jing Wang, Yu-Ping Wu, Cai-Chao Ye*, Yu-Hui Chen*. Formation of noble-metal-free 2D/2D ZnmIn2Sm+3 (m = 1, 2, 3)/MXene Schottky heterojunction as an efficient photocatalyst for hydrogen evolution. Chem. Eng. J., 2021, 424, 130170. Liang Song, Feng-Qi Zhao, Si-Yu Xu, Cai-Chao Ye*, Xue-Hai Ju*. Structural evolution of aluminum hydride nanoparticles in water using ReaxFF molecular dynamics method. Mater. Today Commun., 2021, 26, 101804. Liang Song, Feng-Qi Zhao, Si-Yu Xu, Xue-Hai Ju*, Cai-Chao Ye*. Crystal Morphology of 3,4-bis(3-nitrofurazan-4-yl)furoxan in Methanol and Acetic Acid/water Solutions by Spiral Growth Mechanism. Propellants Explos. Pyrotech., 2020, 45, 1125–1132. Yong-Qiang Li, Hui Dong*, Quan Tao, Cai-Chao Ye, Meng-Meng Yu, Ji-Peng Li, Hui-Fang Zhou, Si-Wei Yang*, Gu-Qiao Ding*, Xiao-Ming Xie. Enhancing the magnetic relaxivity of MRI contrast agents via the localized superacid microenvironment of graphene quantum dots. Biomaterials, 2020, 250, 120056 An-Li Xu‡, Peng He‡, Cai-Chao Ye, Zhi-Duo Liu, Bing-Li Gu, Bo Gao, Yong-Qiang Li, Hui Dong, Da Chen, Gang Wang*, Si-Wei Yang*, Guqiao Ding*. Polarizing Graphene Quantum Dots towards Long-acting Intracellular Reactive Oxygen Species Evaluation and Tumour Detection. ACS Appl. Mater. Interfaces, 2020, 12(9), 10781-10790. Liang Song, Feng-Qi Zhao, Si-Yu Xu, Xue-Hai Ju*, Cai-Chao Ye*. Crystal Morphology Prediction and Anisotropic Evolution of 1,1-Diamino-2,2 -dinitroethylene (FOX-7) by Temperature Tuning. Sci. Rep., 2020, 10, 2317. Bo Liu, Jian Liu, Jiong Yang, Da Wang, Cai-Chao Ye, De-Yu Wang, Maxim Avdeev, Si-Qi Shi*, Ji-Hui Yang*, Wen-Qing Zhang*. Ab initio thermodynamic optimization of Ni-rich Ni–Co–Mn oxide cathode coatings. J. Power Sources, 2020, 450, 227693.