AI Revolution in Chemistry

von Brian McKew

110 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

AI Revolution in Chemistry is a practical, vendor-neutral field guide for chemists who want to use AI with confidence. It demystifies core methods--machine learning, deep learning, generative models, and digital twins--and shows how they create value from bench to plant: reaction prediction and synthesis planning, autonomous experimentation, materials design, process control (including PAT) and quality. Readers get durable principles and checklists for data, validation and scale-up; plain-English guidance on ethics, bias and regulation; and case-style examples that make clear where AI helps, where it fails and how to course-correct. Written for practising chemists (not data scientists), it keeps chemical intuition at the centre while providing just enough AI to be dangerous--in the best way. The result is a concise, actionable primer that stays relevant as tools evolve, helping teams design, pilot and scale projects across discovery, development and GMP.

• Reihe: RSC Foundations
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9781837072156
• Sprache: Englisch
• Erscheinungsdatum: 27.07.2026
• Größe: 230 x 151 mm
• Verlag: Royal Society of Chemistry