Computational and Data-Driven Chemistry Using Artificial Intelligence : Fundamentals, Methods and Applications

Takashiro Akitsu

ISBN 10: 0128222492 / ISBN 13: 9780128222492

Verlag: Elsevier Science & Technology, Elsevier, 2021

Beschreibung

nach der Bestellung gedruckt Neuware - Printed after ordering - 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. Offering the ability to process large or complex data-sets, compare molecular characteristics and behaviors, and help researchers design or identify new structures, Artificial Intelligence (AI) holds huge potential to revolutionize the future of chemistry. Volume 1 explores the fundamental knowledge and current methods being used to apply AI across a whole host of chemistry applications. Drawing on the knowledge of its expert team of global contributors, the book offers fascinating insight into this rapidly developing field and serves as a great resource for all those interested in exploring the opportunities afforded by the intersection of chemistry and AI in their own work. 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. Bestandsnummer des Verkäufers 9780128222492

Bibliografische Details

Titel: Computational and Data-Driven Chemistry ...

Verlag: Elsevier Science & Technology, Elsevier

Erscheinungsdatum: 2021

Einband: Taschenbuch

Zustand: Neu