E-Books →Machine Learning in Chemical Safety and Health Fundamentals with Applications

Written by an international team of authors and edited by renowned experts in the areas of process safety and occupational and environmental health, sample topics covered within the work include:
An introduction to the fundamentals of machine learning, including regression, classification and cross-validation, and an overview of software and toolsDetailed reviews of various applications in the areas of chemical safety and health, including flammability prediction, consequence prediction, asset integrity management, predictive nanotoxicity and environmental exposure assessment, and morePerspective on the possible future development of this field
Machine Learning in Chemical Safety and Health serves as an essential guide on both the fundamentals and applications of machine learning for industry professionals and researchers in the fields of process safety, chemical safety, occupational and environmental health, and industrial hygiene.