★研究方向：

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

构建特定领域智能体。

★研究生培养：

1.   培养从事物理与计算机交叉方向的科学研究人才

2.     培养从事机器学习、深度学习、人工智能方向的IT行业人才

欢迎有物理基础或者计算机基础的同学报考，本人爱好物理和计算机，是开源和技术爱好者，信奉科学至上，期待我们一同寻找科学中那不期而遇的美好(serendipity)。

★指导学生竞赛获奖

1. 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

2. 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

3. 《端云协同的5G智慧农业平台》在第十八届“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

4. 《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

5. "基于深度学习的农情智能检测平台"在第五届中国研究生人工智能创新大赛”江苏大学校内选拔赛校级二等奖

6. "端云协同的5G智慧农业平台"在第十二届“赢在江大 互联网+”大学生创业精英挑战赛校级二等奖

7. "针对作物病虫害的端云协同农情智能检测系统"在第九届江苏大学智能农业装备创新大赛校级二等奖

★主持在研项目

[1] 国家自然科学基金青年项目 (11904137)

[2] 江苏大学高级人才启动基金(18JDG024)

★主持完成项目
[1] 国家自然科学基金理论物理专项(11747081)

★代表性学术论文 (#同等贡献，*通讯作者)

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 arXiv preprint arXiv:2412.19878(to be published in 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 arXiv preprint arXiv:2412.18414(to be published), 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. Shibing Chu, Zhelin Li, Rami Mrad, Qiuyu 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,115581,6,2024

6. Hongfei Zhang, Shuwei Cheng, Yuanping Chen, Shibing Chu*,Modulating electronic structure by interlayer spacing and twist on bilayer bismuthine, Journal of Physics: Condensed Matter36(33),335502,5,2024

7. Shibing Chu, Qiuyu Gao*,Unveiling the Low-Lying Spin States of [Fe3S4] Clusters via the Extended Broken-Symmetry Method, Molecules29(9),2152,5,2024

8. Shuwei Cheng, Zhelin Li, Hongfei Zhang, Xiaohong Yan, Shibing Chu*,Discovery of magnesium-aluminum alloys by generative model and automatic differentiation approach, Modelling and Simulation in Materials Science and Engineering32(4),045008,4,2024

9. Caihua Wang, Yangyang Wan, Shaokang Yang, Yuee Xie, Shibing Chu, Yuanping Chen, Xiaohong Yan*,Revealing the Untapped Potential of Photocatalytic Overall Water Splitting in Metal Organic Frameworks, Advanced Functional Materials34(13),2313596,3,2024

10. Zhelin Li, Rami Mrad, Runxian Jiao, Guan Huang, Jun Shan, Shibing Chu, Yuanping Chen*,Generative Design of Crystal Structures by Point Cloud Representations and Diffusion Model, arXiv preprint arXiv:2401.13192,1,2024

11. Guan Huang, Lichuan Zhang, Shibing Chu, Yuee Xie, Yuanping Chen*,A highly ductile carbon material made of triangle rings: A study of machine learning, Applied Physics Letters124(4),1,2024

12. Duo Zhang, Yinnian Liu, Yun Zhao, Jian Liang, Boyuan Sun, Shibing Chu*,Algorithm Research on Detail and Contrast Enhancement of High Dynamic Infrared Images, Applied Sciences13(23),12649,11,2023

13. 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

14. 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), 5803-5810,42016

15. 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

16. 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

17. 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

18. 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

19. 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

20. 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

详细列表见：

1.   谷歌学术：   https://scholar.google.com/citations?user=2evllU0AAAAJ&hl=en

2.   Researchgate: https://www.researchgate.net/profile/Shibing_Chu