Machine Learning on Microstructural Chemical Maps to Classify Component Phases in Cement Pastes

This paper implements machine learning (ML) classification algorithms on microstructural chemical maps to predict the constituent phases. Intensities of chemical species (Ca, Al, Si, etc.), and in some cases the nanomechanical properties measured at the corresponding points, form the input to the ML...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Emily Ford, Kailasnath Maneparambil, Narayanan Neithalath
Formato: article
Lenguaje:EN
Publicado: Pouyan Press 2021
Materias:
T
Acceso en línea:https://doaj.org/article/c79dd694882744c4a5afd8680a2948dc
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!