Pipi Hu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Top Venues

J. Comput. Phys.

Publications

Liwei Lu, Zhijun Zeng, Yan Jiang, Yi Zhu, Pipi Hu
Weak collocation regression method: Fast reveal hidden stochastic dynamics from high-dimensional aggregate data. J. Comput. Phys. 502 (2024)
Liya Guo, Liwei Lu, Zhijun Zeng, Pipi Hu, Yi Zhu
Weak Collocation Regression for Inferring Stochastic Dynamics with Lévy Noise. CoRR (2024)
Pipi Hu
A note on the adjoint method for neural ordinary differential equation network. CoRR (2024)
Zhijun Zeng, Pipi Hu, Chenglong Bao, Yi Zhu, Zuoqiang Shi
Reconstruction of dynamical systems from data without time labels. CoRR (2023)
Wenjun Cui, Honglei Zhang, Haoyu Chu, Pipi Hu, Yidong Li
On robustness of neural ODEs image classifiers. Inf. Sci. 632 (2023)
Yizheng Wang, Jia Sun, Zaiyuan Lu, Pipi Hu, Yinghua Liu
DCM: Deep complementary energy method based on the principle of minimum complementary energy. CoRR (2023)
Liwei Lu, Zhijun Zeng, Yan Jiang, Yi Zhu, Pipi Hu
Weak Collocation Regression method: fast reveal hidden stochastic dynamics from high-dimensional aggregate data. CoRR (2022)
Guochang Lin, Fukai Chen, Pipi Hu, Xiang Chen, Junqing Chen, Jun Wang, Zuoqiang Shi
BI-GreenNet: Learning Green's functions by boundary integral network. CoRR (2022)
Pipi Hu, Wuyue Yang, Yi Zhu, Liu Hong
Revealing hidden dynamics from time-series data by ODENet. J. Comput. Phys. 461 (2022)
Guochang Lin, Pipi Hu, Fukai Chen, Xiang Chen, Junqing Chen, Jun Wang, Zuoqiang Shi
BINet: Learning to Solve Partial Differential Equations with Boundary Integral Networks. CoRR (2021)
Pipi Hu, Wuyue Yang, Yi Zhu, Liu Hong
Revealing hidden dynamics from time-series data by ODENet. CoRR (2020)