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Functional Output Regression for Machine Learning in Materials Science

[Image: see text] In recent years, there has been a rapid growth in the use of machine learning in material science. Conventionally, a trained predictive model describes a scalar output variable, such as thermodynamic, electronic, or mechanical properties, as a function of input descriptors that vec...

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Detalles Bibliográficos
Autores principales: Iwayama, Megumi, Wu, Stephen, Liu, Chang, Yoshida, Ryo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2022
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9597664/
https://www.ncbi.nlm.nih.gov/pubmed/36216342
http://dx.doi.org/10.1021/acs.jcim.2c00626