Beijing Institute of Mathematical Sciences and Applications

• 2022 -      北京雁栖湖应用数学研究院      助理研究员

• [1] Yangxuan Shi, Wuyue Yang* and Liu Hong*, Extracting Interaction Kernels for Many-Particle Systems by a Two-Phase Approach, Physics of Fluids, 37(3), 033331 (2025)
• [2] 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)
• [3] Yan Jiang, Zhijun Zeng, Wuyue Yang, Liu Hong, Pipi Hu, Yi Zhu, STWCR: Weak collocation regression for revealing hidden stochastic dynamics from single trajectory data, Applied Mathematics and Computation, 521, 129958 (2026)
• [4] Mingzhi Li, Dongyan Zhang, Xiaoqiang Sun, Wuyue Yang#, Liu Hong#, HybridGRN: A Robust Framework for Gene Regulatory Network Inference Based on Local Topology and Dynamic Thresholds, Data Analytics and Topology , 1, 117–131 (2026)
• [5] Wuyue Yang, Liangrong Peng, Guojie Li, Liu Hong, MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle, Chaos: An Interdisciplinary Journal of Nonlinear Science, 35(9), 093148 (2025)
• [6] Guojie Li, Sheng Ran, Wuyue Yang#, Liu Hong#, Improving generalization ability of deep-learning-based ODE solvers using continuous dependence, npj Artificial Intelligence, 1(1), 22 (2025)
• [7] Sheng Ran, Tao Huang, Wuyue Yang*, Tailored Knowledge Distillation with Automated Loss Function Learning, PLOS ONE, 20(6), e0325599 (2025)
• [8] Xinyu Zhang, Haiyang Jia, Wuyue Yang, Liangrong Peng, Liu Hong, Thermodynamics for reduced models of polymer aggregation based on maximum entropy principle, The Journal of Chemical Physics, 162(16), 164901 (2025)
• [9] Dongyan Zhang*, Wuyue Yang*, Wanqi Wen, Liangrong Peng, Changjing Zhuge#, Liu Hong#, A data-driven analysis on the mediation effect of compartment models between control measures and COVID-19 epidemics, Heliyon, 10(13), e33850 (2024)
• [10] Pipi Hu, Wuyue Yang, Yi Zhu, and Liu Hong, Revealing hidden dynamics from time-series data by ODENet, Journal of Computational Physics, 461, 111203 (2022)
• [11] 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)
• [12] 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.
• [13] Wuyue Yang, Liangrong Peng, Yi Zhu, and Liu Hong, When machine learning meets multiscale modeling in chemical reactions, The Journal of Chemical Physics, 153(9), 094117 (2020)
• [14] Wuyue Yang, Liangrong Peng, Yi Zhu, and Liu Hong, Identification of hydrodynamic instability by convolutional neural networks, arXiv preprint arXiv:2006.01446 (2020)
• [15] 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)
• [16] Peng L, Yang W, Zhang D, Epidemic analysis of COVID-19 in China by dynamical modeling, arXiv:2002.06563 (2020)
• [17] 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
• [18] 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)

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-