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Jifa Zhang

Zhejiang University

38 Zheda Road

Hangzhou, 310058

China

  • Zhejiang University

SCHOLARLY PAPERS

3

DOWNLOADS

95

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Parametric Pde Solver with Fourier-Reduced Hyper Physics-Informed Neural Network(Fourh-Pinns)

Number of pages: 30 Posted: 19 Jun 2024
Jing Wang, Biao Chen, Hairun Xie, Rui Wang, Jifa Zhang and Hui Xu
Shanghai Artificial Intelligence Laboratory, Zhejiang University, Shanghai Aircraft Design and Research Institute, affiliation not provided to SSRN, Zhejiang University and Shanghai Jiao Tong University (SJTU)
Downloads 36 (1,249,711)

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parametric partial differential equations, physics-informed neural networks, hyper network, Fourier transform

2.

A Novel System for Generating Body-Fitted and Isotropic Point Cloud for Meshfree Methods Applied to Complex Geometries

Number of pages: 51 Posted: 31 Dec 2024
Fan Zhang, Xiaoxing Liu, Shuai Zhang, Jifa Zhang and Yao Zheng
Zhejiang University, affiliation not provided to SSRN, Zhejiang University, Zhejiang University and Zhejiang University
Downloads 34 (1,263,436)

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Numerical simulation, Meshfree method, Pre-processing, Graphics Processing Unit (GPU)

3.

PHD-NO: A Physics-guided Hash-encoding Dual Neural Operator for Transonic Supercritical Airfoil Aerodynamics

Number of pages: 27 Posted: 21 Jan 2026
Biao Chen, Jing Wang, Hairun Xie, Yifa He, Yifan Xia and Jifa Zhang
Zhejiang University, Shanghai Artificial Intelligence Laboratory, Shanghai Aircraft Design and Research Institute, Zhejiang University, Zhejiang University and Zhejiang University
Downloads 25 (1,399,036)

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Supercritical Airfoil, Transonic Flow Prediction, Neural Operator, Spectral Bias, Neural Tangent Kernel