Machine learning of optical properties of materials – predicting spectra from images and images from spectra

As the materials science community seeks to capitalize on recent advancements in computer science, the sparsity of well-labelled experimental data and limited throughput by which it can be generated have inhibited deployment of machine learning algorithms to date. Several successful examples in comp...

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Detalles Bibliográficos
Autores principales: Stein, Helge S., Guevarra, Dan, Newhouse, Paul F., Soedarmadji, Edwin, Gregoire, John M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Royal Society of Chemistry 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6334722/
https://www.ncbi.nlm.nih.gov/pubmed/30746072
http://dx.doi.org/10.1039/c8sc03077d