Machine Learning in Chemistry

Machine Learning in Chemistry
Author :
Publisher : American Chemical Society
Total Pages : 189
Release :
ISBN-10 : 9780841299009
ISBN-13 : 0841299005
Rating : 4/5 (005 Downloads)

Book Synopsis Machine Learning in Chemistry by : Jon Paul Janet

Download or read book Machine Learning in Chemistry written by Jon Paul Janet and published by American Chemical Society. This book was released on 2020-05-28 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advances in machine learning or artificial intelligence for vision and natural language processing that have enabled the development of new technologies such as personal assistants or self-driving cars have brought machine learning and artificial intelligence to the forefront of popular culture. The accumulation of these algorithmic advances along with the increasing availability of large data sets and readily available high performance computing has played an important role in bringing machine learning applications to such a wide range of disciplines. Given the emphasis in the chemical sciences on the relationship between structure and function, whether in biochemistry or in materials chemistry, adoption of machine learning by chemistsderivations where they are important

Machine Learning in Chemistry Related Books

Machine Learning in Chemistry
Language: en
Pages: 189
Authors: Jon Paul Janet
Categories: Science
Type: BOOK - Published: 2020-05-28 - Publisher: American Chemical Society

GET EBOOK

Recent advances in machine learning or artificial intelligence for vision and natural language processing that have enabled the development of new technologies
Machine Learning in Chemistry
Language: en
Pages: 564
Authors: Hugh M. Cartwright
Categories: Science
Type: BOOK - Published: 2020-07-15 - Publisher: Royal Society of Chemistry

GET EBOOK

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
Machine Learning in Chemistry
Language: en
Pages: 140
Authors: Edward O. Pyzer-Knapp
Categories: Science
Type: BOOK - Published: 2020-10-22 - Publisher:

GET EBOOK

Atomic-scale representation and statistical learning of tensorial properties -- Prediction of Mohs hardness with machine learning methods using compositional fe
Quantum Chemistry in the Age of Machine Learning
Language: en
Pages: 702
Authors: Pavlo O. Dral
Categories: Science
Type: BOOK - Published: 2022-09-16 - Publisher: Elsevier

GET EBOOK

Quantum chemistry is simulating atomistic systems according to the laws of quantum mechanics, and such simulations are essential for our understanding of the wo
Materials Informatics
Language: en
Pages: 304
Authors: Olexandr Isayev
Categories: Technology & Engineering
Type: BOOK - Published: 2019-12-04 - Publisher: John Wiley & Sons

GET EBOOK

Provides everything readers need to know for applying the power of informatics to materials science There is a tremendous interest in materials informatics and