Deep learning of dispersion engineering in two-dimensional phononic crystals

DOI10.1080/0305215X.2021.1988587zbMath1523.74015OpenAlexW3209568319MaRDI QIDQ6048498

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Publication date: 10 October 2023

Published in: Engineering Optimization (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/0305215x.2021.1988587

zbMATH Keywords

genetic algorithmphononic crystalsdeep neural networkinverse designdispersion engineering

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Crystalline structure (74E15) PDE constrained optimization (numerical aspects) (49M41)

Cites Work

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• Robust topology optimization of vibrating structures considering random diffuse regions via a phase-field method
• Designing phononic crystal with anticipated band gap through a deep learning based data-driven method
• Inverse design of quantum spin Hall-based phononic topological insulators
• Deep Learning: Methods and Applications
• A logical calculus of the ideas immanent in nervous activity

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