Jiayu Zhai

18 papers A* 1Misc 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Moving sample method for solving time-dependent partial differential equations.
CoRR
Beining Xu, Haijun Yu, Jiayu Zhai, Kejun Tang, Xiaoliang Wan
2025 J jnl
A Discrete Neural Operator with Adaptive Sampling for Surrogate Modeling of Parametric Transient Darcy Flows in Porous Media.
CoRR
Zhenglong Chen, Zhao Zhang, Xia Yan, Jiayu Zhai, Piyang Liu, Kai Zhang
2024 A* conf
Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs.
ICLR
Kejun Tang, Jiayu Zhai, Xiaoliang Wan, Chao Yang
2024 Misc conf
Bregman Graph Neural Network.
ICASSP
Jiayu Zhai, Lequan Lin, Dai Shi, Junbin Gao
2024 J jnl
Deep Adaptive Sampling for Surrogate Modeling Without Labeled Data.
J. Sci. Comput.
Xili Wang, Kejun Tang, Jiayu Zhai, Xiaoliang Wan, Chao Yang
2024 J jnl
Deep adaptive sampling for surrogate modeling without labeled data.
CoRR
Xili Wang, Kejun Tang, Jiayu Zhai, Xiaoliang Wan, Chao Yang
2024 J jnl
Rodent Transcranial Magnetic Stimulation Coil Structure With Controllable Induction Electric Field Direction.
IEEE Access
Jiayu Zhai, Jinting Wang, Hao Cui, Qiming Chen, Jiuge Lin, Donghua Pan, Liyi Li
2023 J jnl
Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs.
CoRR
Kejun Tang, Jiayu Zhai, Xiaoliang Wan, Chao Yang
2023 J jnl
Bregman Graph Neural Network.
CoRR
Jiayu Zhai, Lequan Lin, Dai Shi, Junbin Gao
2021 J jnl
A Minimum Action Method for Dynamical Systems with Constant Time Delays.
SIAM J. Sci. Comput.
Xiaoliang Wan, Jiayu Zhai
2021 — conf
A deep learning method for solving Fokker-Planck equations.
MSML
Jiayu Zhai, Matthew Dobson, Yao Li
2021 J jnl
Using Coupling Methods to Estimate Sample Quality of Stochastic Differential Equations.
SIAM/ASA J. Uncertain. Quantification
Matthew Dobson, Yao Li, Jiayu Zhai
2020 J jnl
A deep learning method for solving Fokker-Planck equations.
CoRR
Jiayu Zhai, Matthew Dobson, Yao Li
2019 J jnl
An efficient data-driven solver for Fokker-Planck equations: algorithm and analysis.
CoRR
Matthew Dobson, Yao Li, Jiayu Zhai
2019 — conf
Probabilistic Graphical Model Based Highly Scalable Directed Community Detection Algorithm.
PAKDD (Workshops)
Xiaolong Deng, Zixiang Nie, Jiayu Zhai
2019 J jnl
Using coupling methods to estimate sample quality for stochastic differential equations.
CoRR
Matthew Dobson, Jiayu Zhai, Yao Li
2018 J jnl
Convergence Analysis of a Finite Element Approximation of Minimum Action Methods.
SIAM J. Numer. Anal.
Xiaoliang Wan, Haijun Yu, Jiayu Zhai
2017 J jnl
Efficient Vector Influence Clustering Coefficient Based Directed Community Detection Method.
IEEE Access
Xiaolong Deng, Jiayu Zhai, Tiejun Lv, Luanyu Yin