● Statistical Physics (Undergraduate)
● Solid Theory
● College Physics Experiments (Undergraduate)
● Senior Talent Start-up Fund of Jiangsu University (18JDG024), 2018.01-2028.01 PI
AI for Science:Dedicated to addressing complex scientific challenges through artificial intelligence technologies.
Data-Driven Physical Modeling: Combines deep learning with the Schrödinger equation (Density Functional Theory, DFT) to develop efficient and accurate physical models, uncovering the mysteries of nature.
Material Design and Optimization: Leverages machine learning algorithms to predict and optimize the structure and properties of novel materials, accelerating the material development lifecycle.
Generative Model Approaches:
Applications of diffusion models and conditional diffusion models in generating materials and chemical/drug molecules.
Research on utilizing generative models for strategy optimization and reward design.
AI Agents and Reinforcement Learning:Focused on constructing domain-specific intelligent agents.
● Cultivate IT industry candidates to persuing the technology of machine learning, deep learning and artificial intelligence
★ About Myself
love physics and computer.
an open source and technology enthusiast.
I believe in science first, and look forward to finding the beauty of science (serendipity) together.
Academic Publications
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
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
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
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
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
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
Shibing Chu, Qiuyu Gao*,Unveiling the Low-Lying Spin States of [Fe3S4] Clusters via the Extended Broken-Symmetry Method, Molecules29(9),2152,5,2024
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
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
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
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
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
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
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
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
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
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
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
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
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
