褚士兵，男，副教授。物理与计算机爱好者，崇尚科学与技术，同时是一名开源爱好者。
期待共同探索科学中那不期而遇的美丽。
欢迎加入我们的团队。
讲授课程：计算思维与人工智能、热力学与统计物理、固体物理、论文阅读与写作、大学物理实验；群论及其在物理学中的应用、计算物理。
Email:c⊙ujs.edu.cn

研究领域与招生专业
研究领域：
1. AI for Science：
致力于通过人工智能技术解决复杂的科学问题。
数据驱动的物理建模：结合深度学习和薛定谔方程（密度泛函方法，DFT），构建高效精准的物理模型，揭示自然界的奥秘。
材料设计与优化：利用机器学习算法预测和优化新材料的结构和性能，加速材料开发进程。
2. 生成模型方法：
扩散模型以及条件控制扩散模型在材料和化学药物分子生成中的应用。研究生成模型在策略优化和奖励设计中的应用。
3. AI Agent与强化学习
构建智能体。

招生专业：物理学，电子科学与技术，电子信息。欢迎计算机背景的同学加入。课题组全力支持，培养在人工智能领域的科研和工程能力，为大厂和社会输送专业人才。

科研项目
1.国家自然科学基金青年项目，11904137，主持
2. 江苏大学高级人才启动基金，18JDG024，主持
3. 国家自然科学基金理论物理专项，11747081，主持（完成）

学术论文与专著
学术论文
谷歌学术：https://scholar.google.com/citations?user=2evllU0AAAAJ&hl=e

1. YOLO-MST: Multiscale deep learning method for infrared small target detection based on super-resolution and YOLO T Yue, X Lu, J Cai, Y Chen, S Chu, Optics and Laser Technology，2025
2. Discovery of 2D Materials via Symmetry-Constrained Diffusion Model S Xu, S Chu, R Mrad, Z Zhang, Z Li, R Jiao, Y Chen, The Journal of Physical Chemistry C, 2025
3. Generative design of crystal structures by point cloud representations and diffusion model Z Li, R Mrad, R Jiao, G Huang, J Shan, S Chu, Y Chen, iScience 28 (1)，2025
4. The studies of topological phases and energy braiding of non-Hermitian models using machine learning S Shi, S Chu, Y Xie, Y Chen, Physica Scripta 100 (1), 015957，2024
5. S Chu*, Z Li, R Mrad, Q Gao, M Idrees*, Universality of Optoelectronic and Thermoelectric Properties of Novel Two-Dimensional CrSiM2N (M= As, P and N= Se, Te) Monolayers and their vdWHs with MoTe2,Solid State Communications, 115581,2024
6. H Zhang, S Cheng, Y Chen, S Chu*, Modulating electronic structure by interlayer spacing and twist on bilayer bismuthene, Journal of Physics: Condensed Matter, 36(33),2024
7. S Chu*, Q Gao, Unveiling the Low-Lying Spin States of [Fe3S4] Clusters via the Extended Broken-Symmetry Method, Molecules 29 (9), 2152, 2024
8. S Cheng, Z Li, H Zhang, X Yan, S Chu*, Discovery of magnesium-aluminum alloys by generative model and automatic differentiation approach, Modelling and Simulation in Materials Science and Engineering 32 (4), 045008, 2024
9. C Wang, Y Wan, S Yang, Y Xie, S Chu, Y Chen, X Yan, Revealing the Untapped Potential of Photocatalytic Overall Water Splitting in Metal Organic Frameworks, Advanced Functional Materials 34 (13), 2313596, 2024
10. G Huang, L Zhang, S Chu, Y Xie, Y Chen, A highly ductile carbon material made of triangle rings: A study of machine learning, Applied Physics Letters 124 (4), 2023
11. S.B. Chu, D Bovi, F Cappelluti, AG Orellana, H Martin, L Guidoni*,Effects of static correlation between spin centers in multicenter transition metal complexes, Journal of chemical theory and computation 13 (10), 4675-4683,8,2017
12. S.B. Chu, E Coccia, M Barborini, L Guidoni*,Role of electron correlation along the water splitting reaction,Journal of chemical theory and computation 12 (12), 5803-5810,4, 2016
13. S.B. Chu, L Hu, X Hu, M Yang, J Deng*,Titanium-embedded graphene as high-capacity hydrogen-storage media,International journal of hydrogen energy 36 (19), 12324-12328,67,2011
14. S.B. Chu, X Hu, C Du, X Wu, Y Dai, L Hu, J Deng*, Y Feng,Open space for the physisorption of H2: cointercalation of graphite with Li, Ti metal atoms and ethylene molecules,International journal of hydrogen energy 35 (3), 1280-1284,17,2010
15. XP Wei, JB Deng, GY Mao, SB Chu, XR Hu*,Half-metallic properties for the Ti2YZ (Y= Fe, Co, Ni, Z= Al, Ga, In) Heusler alloys: a first-principles study,Intermetallics 29, 86-91,106,2012
16. XP Wei, JB Deng, SB Chu, GY Mao, LB Hu, MK Yang, XR Hu*,A first principles study on the full-Heusler compound Mn2CuSb,Computational Materials Science 50 (3), 1175-1178,30,2011
17. XP Wei, JB Deng, SB Chu, GY Mao, T Lei, XR Hu*,Half-metallic ferrimagnetism in Full-Heusler alloy Mn2CuMg,Journal of magnetism and magnetic materials 323 (1), 185-188,23,2011
18. X.P. Wei, S.B. Chu, GY Mao, H Deng, T Lei, XR Hu*,First-principles study of properties of Mn2ZnMg alloy,Journal of magnetism and magnetic materials 323 (17), 2295-2299,15,2011

其他
指导学生获奖：

第十九届“挑战杯”竞赛2024年度“揭榜挂帅”专项赛,《红外小目标融合探测》（计算机视觉领域）国家三等奖
第十九届“挑战杯”竞赛2024年度“揭榜挂帅”专项赛,《5G赋能现代农业与智能农机》国家三等奖
《端云协同的5G智慧农业平台》第十八届“挑战杯”全国大学生课外学术科技作品竞赛“揭榜挂帅”专项赛国家三等奖
《江大新农人科技—端云协同的农情智能检测平台》第九届江苏省“互联网+”大学生创新创业大赛产业命题赛道江苏省三等奖