Versatile topology optimization framework using embedded self-improving neural network

doi:10.1016/j.engappai.2025.113007

Versatile topology optimization framework using embedded self-improving neural network

2025-11-02

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DOI：10.1016/j.engappai.2025.113007

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• Integration of a Self-Improving Neural Network within Topology Optimization. • Over 50 % Reduction in Computational Burden. • Enhanced Optimization Potential via Error-Based Control Strategy. • Versatile Optimization Procedure with Broad Applicability.

Versatile topology optimization framework using embedded self-improving neural network

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