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Using a Novel Transfer Learning Method for Designing Thin Film Solar Cells with Enhanced Quantum Efficiencies

In this study a new method for design optimization is proposed that is based on “transfer learning”. The proposed framework improves the accuracy and efficiency of surrogate-based optimization. A surrogate model is an approximation to a costly black-box function that can be used for more efficient s...

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Detalles Bibliográficos
Autores principales: Kaya, Mine, Hajimirza, Shima
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6430788/
https://www.ncbi.nlm.nih.gov/pubmed/30902999
http://dx.doi.org/10.1038/s41598-019-41316-9

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