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Computational and Data-Driven Chemistry Using Artificial Intelligence

Computational and Data-Driven Chemistry Using Artificial Intelligence

Fundamentals, Methods and Applications

by Takashiro Akitsu
Paperback
Publication Date: 15/10/2021

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Offering the ability to process large or complex data-sets, compare molecular characteristics and behaviours, and help researchers design or identify new structures, Artificial Intelligence (AI) holds huge potential to revolutionise the future of chemistry. Computational and Data-Driven Chemistry Using Artificial Intelligence: Volume 1: Fundamentals, Methods and Applications highlights fundamental knowledge and current developments in the field, giving readers insight into how these tools can be harnessed to enhance their own work.

Volume 1 explores the fundamental knowledge and current methods being used to apply AI across a whole host of chemistry applications. Part 1 provides foundational information on AI in chemistry, with an introduction to the field and guidance on database usage and statistical analysis to help support newcomers to the field. Part 2 then goes on to discuss approaches currently used to address problems in broad areas such as computational and theoretical chemistry; materials, synthetic and medicinal chemistry; crystallography, analytical chemistry, and spectroscopy. Finally, potential future trends in the field are discussed.

Drawing on the knowledge of its expert team of global contributors, Computational and Data-Driven Chemistry Using Artificial Intelligence: Volume 1: Fundamentals, Methods and Applications is a fascinating insight into this rapidly developing field and a great resource for all those interested in exploring the opportunities afforded by the intersection of chemistry and AI in their own work.

ISBN:
9780128222492
9780128222492
Category:
Physical chemistry
Format:
Paperback
Publication Date:
15-10-2021
Language:
English
Publisher:
Elsevier
Country of origin:
United States
Dimensions (mm):
228.6x152.4mm

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