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

Volume 1 of Computational and Data-Driven Chemistry Using Artificial Intelligence: Fundamentals, Methods, and Applications explores the potential of AI to revolutionize chemistry by providing insights into fundamental knowledge and current methods. It offers a great resource for those interested in exploring the opportunities afforded by the intersection of chemistry and AI.

Format: Paperback / softback
Length: 278 pages
Publication date: 12 October 2021
Publisher: Elsevier Science Publishing Co Inc

Computational and Data-Driven Chemistry Using Artificial Intelligence: Volume 1: Fundamentals, Methods, and Applications delves into the realm of artificial intelligence (AI) and its transformative impact on the field of chemistry. This comprehensive volume offers a comprehensive exploration of the fundamental knowledge and cutting-edge methods employed in the application of AI across various chemistry applications.

Part 1 provides a foundational understanding of AI in chemistry, encompassing an introduction to the field, guidance on database usage, and statistical analysis to assist newcomers in navigating this rapidly evolving domain.

Part 2 delves into the diverse approaches employed to address complex problems in broad areas such as computational and theoretical chemistry, materials, synthetic and medicinal chemistry, crystallography, analytical chemistry, and spectroscopy. The authors shed light on the latest developments and techniques, highlighting their potential applications in drug discovery, materials science, and other fields.

Furthermore, the book explores potential future trends in the field, discussing the emerging applications of AI, machine learning, and big data analytics in chemistry. It provides insights into how these tools can be harnessed to enhance research, accelerate discovery processes, and drive innovation in the industry.

Overall, Computational and Data-Driven Chemistry Using Artificial Intelligence: Volume 1: Fundamentals, Methods, and Applications serves as a valuable resource for chemists, researchers, and students seeking to leverage the power of AI in their work. It offers a comprehensive and up-to-date perspective on the intersection of chemistry and AI, paving the way for future advancements in this rapidly evolving field.

Weight: 450g
Dimension: 229 x 152 (mm)
ISBN-13: 9780128222492