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Análisis de Fourier Asistido por Aprendizaje Profundo para el Diseño Estructural de Alta Eficiencia: Un Estudio de

Congcong Cui¹, Guangfeng Wei¹, Matthias Saba^2,3

¹School of Chemical Science and Engineering, Tongji University, Shanghai, China.

Small (Weinheim an der Bergstrasse, Germany)

|January 14, 2026

Resumen

Un nuevo método de aprendizaje profundo utiliza transformadas inversas de Fourier para diseñar materiales con propiedades óptimas. Este enfoque explora eficientemente estructuras, como los cristales fotónicos 3D, para encontrar diseños ideales para materiales funcionales avanzados.

Palabras clave:

análisis de Fourier bandgap fotónico completo aprendizaje profundo cristal fotónico diseño estructural

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