Materials data validation and imputation with an artificial neural network
Sign Up to like & getrecommendations! Published in 2018 at "Computational Materials Science"
DOI: 10.1016/j.commatsci.2018.02.002
Abstract: Abstract We apply an artificial neural network to model and verify material properties. The neural network algorithm has a unique capability to handle incomplete data sets in both training and predicting, so it can regard… read more here.
Keywords: data validation; materials data; network; artificial neural ... See more keywords
Materials data specification: Methods and use cases
Sign Up to like & getrecommendations! Published in 2019 at "Computational Materials Science"
DOI: 10.1016/j.commatsci.2019.109086
Abstract: Abstract With the extremely fast development of Materials Genome Initiative (MGI) and Materials Informatics (MI), expressing materials data formally, semantically and scientifically is urgently demanded. According to the features of materials data, we proposed a… read more here.
Keywords: specification methods; materials data; use cases; methods use ... See more keywords