Machine learning in chemistry : the impact of artificial intelligence /: the impact of artificial intelligence. (2020)

• Record Type: Book
• Further Information: Note: Edited by Hugh M. Cartwright.
• Editors: Cartwright, Hugh M, 1948-
• Contents: Computers as Scientists; How Do Machines Learn?; MedChemInformatics: An Introduction to Machine Learning for Drug Discovery; Machine Learning for Nonadiabatic Molecular Dynamics; Machine Learning in Science – A Role for Mechanical Sympathy?; A Prediction of Future States: AI-powered Chemical Innovation for Defense Applications; Machine Learning for Chemical Synthesis; Constraining Chemical Networks in Astrochemistry; Machine Learning at the (Nano)materials-biology Interface; Machine Learning Techniques Applied to a Complex Polymerization Process; Machine Learning and Scoring Functions (SFs) for Molecular Drug Discovery: Prediction and Characterisation of Druggable Drugs and Targets; Artificial Intelligence Applied to the Prediction of Organic Materials; A New Era of Inorganic Materials Discovery Powered by Data Science; Machine Learning Applications in Chemical Engineering; Representation Learning in Chemistry; Demystifying Artificial Neural Networks as Generators of New Chemical Knowledge: Antimalarial Drug Discovery as a Case Study; Machine Learning for Core-loss Spectrum; Autonomous Science: Big Data Tools for Small Data Problems in Chemistry; Machine Learning for Heterogeneous Catalysis: Global Neural Network Potential from Construction to Applications; A Few Guiding Principles for Practical Applications of Machine Learning to Chemistry and Materials
• Edition: 1st
• Publisher Details: Cambridge : Royal Society of Chemistry
• Publication Date: 2020
• Extent: 1 online resource
• Subjects: 542.85631; Chemistry -- Data processing; Machine learning
• Languages: English
• ISBNs: 9781839160233; 9781839160240
• Related ISBNs: 9781788017893
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.