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Paper Publications

[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）
Release time:2025-08-07  Hits:

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Pre One:[4]Jiangyan Liu , jiaqian Zhao, Ming Yi, Jinqiao Duan, Xiaoli Chen. Data driven discovery of escape phenomena in stochastic systems. Chaos, 35(5) ( 2025).

Next One:[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）

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