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Data-driven prediction of diamond-like infrared nonlinear optical crystals with targeting performances

Combining high-throughput screening and machine learning models is a rapidly developed direction for the exploration of novel optoelectronic functional materials. Here, we employ random forests regression (RFR) model to investigate the second harmonic generation (SHG) coefficients of nonlinear optic...

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Detalles Bibliográficos
Autores principales: Wang, Rui, Liang, Fei, Lin, Zheshuai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7044425/
https://www.ncbi.nlm.nih.gov/pubmed/32103085
http://dx.doi.org/10.1038/s41598-020-60410-x