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基本信息Personal Information
曾获荣誉：
2024年 入选湖北省高层次人才计划 2023年 获得第十届国际工业与应用数学大会（ICIAM2023-Tokyo）travel award 2018年获得国家奖学金
性别 : 女
出生年月 : 1991-11-01
学历 : 博士研究生毕业
学位 : 理学博士学位
在职信息 : 在岗
所在单位 : 信息与计算科学系
入职时间 : 2024-03-01
学科 : 信息与计算科学
- [16][5]Xiaoge Guo, Xiaoli Chen, Yan Li,Xiuting Li. Data-driven discovery of slow–fast stochastic differential equations with data binning and sparse bayesian strategy. Stochastics and Dynamics, 2550020 (2025).
- [17][4]Jiangyan Liu , jiaqian Zhao, Ming Yi, Jinqiao Duan, Xiaoli Chen. Data driven discovery of escape phenomena in stochastic systems. Chaos, 35(5) ( 2025).
- [18][3]Xiaoli Chen*, Liu Yang, Jinqiao Duan, George Em Karniadakis, Solving inverse stochastic problems from discrete particle observations using the Fokker-Planck equation and physics-informed neural networks, SIAM Journal on Scientific Computing, 43(3): B811-B830 (2021).（高被引和热点论文）
- [19][2]Xiaoli Chen, Phoebus Rosakis, Zhizhang Wu*, and Zhiwen Zhang*. Solving nonconvex energy minimization problems in martensitic phase transitions with a mesh-free deep learning approach. Computer Methods in Applied Mechanics and Engineering 416: 116384 (2023).（数学与跨学科应用顶刊、中国数学会分区：T1）
- [20][1]Xiaoli Chen#, Beatrice W. Soh#, Zi-En Ooi, Eleonore Vissol-Gaudin, Haijun Yu, Kostya S. Novoselov*, Kedar Hippalgaonkar*, and Qianxiao Li*. Constructing custom thermodynamics using deep learning. Nature Computational Science, 4(1): 66-85 (2024).（Nature子刊）