Beijing Institute of Mathematical Sciences and Applications

• [1] Sheng Ran, Tao Huang, Wuyue Yang*, Tailored Knowledge Distillation with Automated Loss Function Learning, PLOS ONE (2025)
• [2] Yangxuan Shi, Wuyue Yang* and Liu Hong*, Extracting Interaction Kernels for Many-Particle Systems by a Two-Phase Approach, accepted by Physics of Fluids (2025)
• [3] Wuyue Yang, A data-driven analysis on the mediation effect of compartment models between control measures and COVID-19 epidemics, Heliyon, 10(2024), e33850
• [4] Yan Jiang*, Wuyue Yang*#, Yi Zhu, and Liu Hong#, Entropy Structure Informed Learning for Solving Inverse Problems of Differential Equations, Chaos, Solitons and Fractals, 175, 114057 (2023)
• [5] Li G, Zhou Y, Yang W, et al., Inhibitory Effects of Sulfated Polysaccharides from the Sea Cucumber Cucumaria Frondosa against Aβ40 Aggregation and Cytotoxicity, ACS Chemical Neuroscience, 12(11), 1854-1859 (2021)
• [6] Yang W, Zhang D, Peng L, et al. Rational evaluation of various epidemic models based on the COVID-19 data of China[J]. Epidemics, 2021: 100501.
• [7] Wuyue Yang, Liangrong Peng, Yi Zhu, and Liu Hong, When machine learning meets multiscale modeling in chemical reactions, The Journal of Chemical Physics, 153(2020), 094117
• [8] Li G, Yang W, Li W, et al., Rational design of a cocktail of inhibitors against Aβ aggregation, Chemistry–A European Journal, 26(16), 3499-3503 (2020)
• [9] Peng L, Yang W, Zhang D, Epidemic analysis of COVID-19 in China by dynamical modeling, arXiv:2002.06563, None(None), None (2020)
• [10] Wuyue Yang, Liangrong Peng, Yi Zhu, and Liu Hong, Identification of hydrodynamic instability by convolutional neural networks, arXiv:2006.01446(2020)
• [11] Wuyue Yang, Pengzhen Tan, Xianjun Fu, and Liu Hong, Prediction of amyloid aggregation rates by machine learning and feature selection, The Journal of chemical physics, 151(2019), 8, 084106
• [12] Li G, Yang W, Zhao Y, et al., Differential Modulation of the Aggregation of N Terminal Truncated Aβ using Cucurbiturils, Chemistry–A European Journal, 24(51), 13647-13653 (2018)
• [13] Yang W, MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle

PhD Students:

Sheng Ran, Joint training program at Renmin University, Working on AI for Science, 2024-

Zhou Yao, Joint training program at Beinghang University, Working on Option Pricing, 2023-