Download Machine Learning in Chemistry: The Impact of Artificial Intelligence
Machine Learning in Chemistry: The Impact of Artificial Intelligence (Theoretical and Computational Chemistry Series): Volume 17 by Prof. Hugh M. Cartwright book pdf download. Progress in the application of machine learning (ML) to the physical and life sciences has been rapid. A decade ago, the method was mainly of interest to those in computer science departments, but more recently ML tools have been developed that show significant potential across wide areas of science. There is a growing consensus that ML software, and related areas of artificial intelligence, may, in due course, become as fundamental to scientific research as computers themselves.
With contributions from leading research groups, it presents in-depth examples to illustrate how ML can be applied to real chemical problems. Through these examples, the reader can both gain a feel for what ML can and cannot (so far) achieve, and also identify characteristics that might make a problem in physical science amenable to a ML approach. This text is a valuable resource for scientists who are intrigued by the power of machine learning and want to learn more about how it can be applied in their own field.
eBook details
- Author (s): Prof. Hugh M. Cartwright
- Year of publication: 2020
- Publisher: Royal Society of Chemistry
- Writing language: English
- ISBN: 1788017897, 9781788017893, 9781839160233, 9781839160240
- Number of pages: 574 pages
- Book format: PDF
- File size: 9 MB
