Wei-Fan Hu

19 papers Journal 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Unified Weighted-Loss Physics-Informed Neural Network for Boundary Layer Problems in Singularly Perturbed PDEs.
CoRR
Wei-Fan Hu, Shi-Xiang Zhong, Po-Wen Hsieh, Chung-Kai Chen, Te-Sheng Lin
2025 J jnl
A discontinuity-capturing neural network with categorical embedding and its application to anisotropic elliptic interface problems.
CoRR
Wei-Fan Hu, Te-Sheng Lin, Ming-Chih Lai
2023 J jnl
A convergent hybrid neural network and finite difference scheme for Stokes interface problems.
CoRR
Che-Chia Chang, Chen-Yang Dai, Wei-Fan Hu, Te-Sheng Lin, Ming-Chih Lai
2023 J jnl
A cusp-capturing PINN for elliptic interface problems.
J. Comput. Phys.
Yu-Hau Tseng, Te-Sheng Lin, Wei-Fan Hu, Ming-Chih Lai
2022 J jnl
A cusp-capturing PINN for elliptic interface problems.
CoRR
Yu-Hau Tseng, Te-Sheng Lin, Wei-Fan Hu, Ming-Chih Lai
2022 J jnl
A discontinuity capturing shallow neural network for elliptic interface problems.
J. Comput. Phys.
Wei-Fan Hu, Te-Sheng Lin, Ming-Chih Lai
2022 J jnl
A hybrid neural-network and finite-difference method for solving Poisson equation with jump discontinuities on interfaces.
CoRR
Wei-Fan Hu, Te-Sheng Lin, Yu-Hau Tseng, Ming-Chih Lai
2022 J jnl
A shallow Ritz method for elliptic problems with singular sources.
J. Comput. Phys.
Ming-Chih Lai, Che-Chia Chang, Wei-Syuan Lin, Wei-Fan Hu, Te-Sheng Lin
2022 J jnl
A shallow physics-informed neural network for solving partial differential equations on surfaces.
CoRR
Wei-Fan Hu, Yi-Jun Shih, Te-Sheng Lin, Ming-Chih Lai
2021 J jnl
A Discontinuity Capturing Shallow Neural Network for Elliptic Interface Problems.
CoRR
Wei-Fan Hu, Te-Sheng Lin, Ming-Chih Lai
2021 J jnl
A Shallow Ritz Method for elliptic problems with Singular Sources.
CoRR
Ming-Chih Lai, Che-Chia Chang, Wei-Syuan Lin, Wei-Fan Hu, Te-Sheng Lin
2020 J jnl
A direct Poisson solver in spherical geometry with an application to diffusiophoretic problems.
J. Comput. Phys.
Te-Sheng Lin, Wei-Fan Hu, Chaouqi Misbah
2020 J jnl
A level-set immersed interface method for simulating the electrohydrodynamics.
J. Comput. Phys.
Jian-Jun Xu, Weidong Shi, Wei-Fan Hu, Jun-Jie Huang
2019 J jnl
A coupled immersed interface and grid based particle method for three-dimensional electrohydrodynamic simulations.
J. Comput. Phys.
Shih-Hsuan Hsu, Wei-Fan Hu, Ming-Chih Lai
2016 J jnl
An immersed boundary method for simulating vesicle dynamics in three dimensions.
J. Comput. Phys.
Yunchang Seol, Wei-Fan Hu, Yongsam Kim, Ming-Chih Lai
2016 J jnl
Vesicle electrohydrodynamic simulations by coupling immersed boundary and immersed interface method.
J. Comput. Phys.
Wei-Fan Hu, Ming-Chih Lai, Yunchang Seol, Yuan-Nan Young
2015 J jnl
A hybrid immersed boundary and immersed interface method for electrohydrodynamic simulations.
J. Comput. Phys.
Wei-Fan Hu, Ming-Chih Lai, Yuan-Nan Young
2014 J jnl
An immersed boundary method for simulating the dynamics of three-dimensional axisymmetric vesicles in Navier-Stokes flows.
J. Comput. Phys.
Wei-Fan Hu, Yongsam Kim, Ming-Chih Lai
2012 J jnl
A Fractional Step Immersed Boundary Method for Stokes Flow with an Inextensible Interface Enclosing a Solid Particle.
SIAM J. Sci. Comput.
Ming-Chih Lai, Wei-Fan Hu, Wen-Wei Lin