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Pipi Hu
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 11
Top Topics
Aggregate Data
Top Venues
CoRR
J. Comput. Phys.
Inf. Sci.
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Publications
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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)