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Jing Wang

Shanghai Artificial Intelligence Laboratory

SCHOLARLY PAPERS

6

DOWNLOADS

207

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Deep Koopman-Based Kalman Filter Network for Fault Detection and Isolation in Aeroengine Control Systems

Number of pages: 19 Posted: 06 Dec 2025
Huihui Li, Qiang Shen, Jing Wang and Linfeng Gou
affiliation not provided to SSRN, affiliation not provided to SSRN, Shanghai Artificial Intelligence Laboratory and affiliation not provided to SSRN
Downloads 50 (1,097,529)

Abstract:

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Aeroengine control system, FDI, Koopman operator, Kalman filter, Deep Neural Network

2.

Conditional Diffusion-based Sampling Method for Surrogate-based Aerodynamic Shape Optimization

Number of pages: 38 Posted: 12 Mar 2026
affiliation not provided to SSRN, Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory and Northwestern Polytechnical University
Downloads 37 (1,277,121)

Abstract:

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Conditional diffusion model aerodynamic shape optimization

3.

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

Number of pages: 30 Posted: 19 Jun 2024
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)

Abstract:

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

4.

FlameFNO: Fourier neural operator for solving the auto-ignition and laminar premixed flame problems

Number of pages: 16 Posted: 25 Apr 2026
Zhejiang University, Zhejiang University, Zhejiang University, Shanghai Artificial Intelligence Laboratory and Zhejiang University
Downloads 32 (1,304,549)

Abstract:

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Fourier Neural Operator, Combustion Kinetics, auto-ignition, Premixed Laminar Flame

5.

An Implicit Generative Topology Optimization Method Based on Neural Compression and Diffusion Models

Number of pages: 28 Posted: 28 Oct 2025
affiliation not provided to SSRN, Shanghai Aircraft Design and Research Institute, affiliation not provided to SSRN, Shanghai Artificial Intelligence Laboratory, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 27 (1,372,601)

Abstract:

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Topology Optimization, Diffusion Models, Implicit Neural Representations

6.

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

Number of pages: 27 Posted: 21 Jan 2026
Zhejiang University, Shanghai Artificial Intelligence Laboratory, Shanghai Aircraft Design and Research Institute, Zhejiang University, Zhejiang University and Zhejiang University
Downloads 25 (1,399,036)

Abstract:

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