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Jasmin Jelovica

affiliation not provided to SSRN

SCHOLARLY PAPERS

6

DOWNLOADS

341

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Repair-Based Constraint Handling in Optimization: Using Artificial Neural Network to Define Variable-Constraint Mapping

Number of pages: 39 Posted: 23 Apr 2022
Yuecheng Cai and Jasmin Jelovica
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 88 (759,537)

Abstract:

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Multi-objective Optimization, Evolutionary Algorithm, Artificial neural network, constraint handling, Engineering optimization

2.

Adaptive Repair-Based Constraint Handling in Moea/D for Complex Structural Optimization

Number of pages: 26 Posted: 22 Feb 2022
Jasmin Jelovica and Yuecheng Cai
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 85 (790,029)

Abstract:

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Constraint handling technique, Constrained multi-objective optimization, MOEA/D, Evolutionary algorithm, Structural optimization

3.

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
Downloads 74 (860,052)

Abstract:

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Topology optimizationStress minimizationNeural reparameterizationConvolutional Kolmogorov-Arnold networksDeep image prior

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 (1,430,393)

Abstract:

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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
Downloads 12 (1,598,105)

Abstract:

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topology optimization, Neural reparameterization, Fourier neural operator, surrogate modeling, sensitivity analysis

5.

A Parametric Level Set Method with Convolutional Encoder-Decoder Network for Shape Optimization with Fluid Flow

Number of pages: 40 Posted: 02 Mar 2023
Wrik Mallik, Rajeev Kumar Jaiman and Jasmin Jelovica
University of Glasgow, University of British Columbia (UBC) and affiliation not provided to SSRN
Downloads 42 (1,157,785)

Abstract:

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parametric level set method, convolutional encoder-decoder, shape optimization, hydrofoil morphing

6.

A Deep Learning-Assisted Inherent Strain Method for Predicting Welding Distortions in Large Stiffened Panels

Number of pages: 39 Posted: 15 Jul 2026
Runze Shi and Jasmin Jelovica
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 5

Abstract:

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