Hierarchical Machine Learning Model for Mechanical Property Predictions of Polyurethane Elastomers From Small Datasets
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Materials"
DOI: 10.3389/fmats.2019.00087
Abstract: Polyurethanes are a broad class of material that finds application in coatings, foams, and solid elastomers. The urethane chemistry allows a diversity of monomers to be used, and prediction of mechanical properties, which are determined… read more here.
Keywords: machine learning; chemistry; hierarchical machine; small datasets ... See more keywords
Rapid geographical source attribution of Salmonella enterica serovar Enteritidis genomes using hierarchical machine learning
Sign Up to like & getrecommendations! Published in 2023 at "eLife"
DOI: 10.7554/elife.84167
Abstract: Salmonella enterica serovar Enteritidis is one of the most frequent causes of Salmonellosis globally and is commonly transmitted from animals to humans by the consumption of contaminated foodstuffs. In the UK and many other countries… read more here.
Keywords: hierarchical machine; machine learning; source; enteritidis ... See more keywords