Pipi Hu

According to our database, Pipi Hu authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Weak collocation regression method: Fast reveal hidden stochastic dynamics from high-dimensional aggregate data.

Liwei Lu, Zhijun Zeng, Yan Jiang, Yi Zhu, Pipi Hu

J. Comput. Phys., 2024

Weak Collocation Regression for Inferring Stochastic Dynamics with Lévy Noise.

Liya Guo, Liwei Lu, Zhijun Zeng, Pipi Hu, Yi Zhu

CoRR, 2024

A note on the adjoint method for neural ordinary differential equation network.

Pipi Hu

CoRR, 2024

2023

On robustness of neural ODEs image classifiers.

Wenjun Cui, Honglei Zhang, Haoyu Chu, Pipi Hu, Yidong Li

Inf. Sci., 2023

Reconstruction of dynamical systems from data without time labels.

Zhijun Zeng, Pipi Hu, Chenglong Bao, Yi Zhu, Zuoqiang Shi

CoRR, 2023

DCM: Deep complementary energy method based on the principle of minimum complementary energy.

Yizheng Wang, Jia Sun, Zaiyuan Lu, Pipi Hu, Yinghua Liu

CoRR, 2023

2022

Revealing hidden dynamics from time-series data by ODENet.

Pipi Hu, Wuyue Yang, Yi Zhu, Liu Hong

J. Comput. Phys., 2022

BI-GreenNet: Learning Green's functions by boundary integral network.

Guochang Lin, Fukai Chen, Pipi Hu, Xiang Chen, Junqing Chen, Jun Wang, Zuoqiang Shi

CoRR, 2022

2021

BINet: Learning to Solve Partial Differential Equations with Boundary Integral Networks.

Guochang Lin, Pipi Hu, Fukai Chen, Xiang Chen, Junqing Chen, Jun Wang, Zuoqiang Shi

CoRR, 2021