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Shengyu Yan

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Kato: Neural-Reparameterized Topology Optimization Using Convolutional Kolmogorov-Arnold Network for Stress Minimization

Number of pages: 16 Posted: 08 Oct 2024
Shengyu Yan and Jasmin Jelovica
affiliation not provided to SSRN and affiliation not provided to SSRN
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Topology optimizationStress minimizationNeural reparameterizationConvolutional Kolmogorov-Arnold networksDeep image prior

2.

KATOsuper: Surrogate-accelerated neural topology optimization with sensitivity-consistent Fourier neural operators

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KATOsuper: Surrogate-accelerated neural topology optimization with sensitivity-consistent Fourier neural operators

Number of pages: 30 Posted: 06 Feb 2026
Shengyu Yan and Jasmin Jelovica
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 35

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Topology optimization, Neural reparameterization, Fourier neural operator, Surrogate modeling, Sensitivity analysis, Resolution extrapolation

KATOsuper: Surrogate-accelerated neural topology optimization with sensitivity-consistent Fourier neural operators

Number of pages: 31 Posted: 11 May 2026
Shengyu Yan and Jasmin Jelovica
affiliation not provided to SSRN and affiliation not provided to SSRN
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topology optimization, Neural reparameterization, Fourier neural operator, surrogate modeling, sensitivity analysis