Artificial Intelligence in Catalysis

Experimental and Computational Methodologies

Omschrijving

Enables researchers and professionals to leverage machine learning tools to optimize catalyst design and chemical processes Artificial Intelligence in Catalysis delivers a state-of-the-art overview of artificial intelligence methodologies applied in catalysis. Divided into three parts, it covers the latest advancements and trends for catalyst discovery and characterization, reaction predictions, and process optimization using machine learning, quantum chemistry, and cheminformatics. Written by an international team of experts in the field, with each chapter combining experimental and computational knowledge, Artificial Intelligence in Catalysis includes information on: Artificial intelligence techniques for chemical reaction monitoring and structural analysisApplication of artificial neural networks in the analysis of electron microscopy dataConstruction of training datasets for chemical reactivity prediction through computational meansCatalyst optimization and discovery using machine learning modelsPredicting selectivity in asymmetric catalysis with machine learning Artificial Intelligence in Catalysis is a practical guide for researchers in academia and industry interested in developing new catalysts, improving organic synthesis, and minimizing waste and energy use.
Gratis verzending vanaf
€ 19,95 binnen Nederland
Schrijver
Titel
Artificial Intelligence in Catalysis
Uitgever
Wiley-VCH Verlag GmbH
Jaar
2025
Taal
Engels
Pagina's
272
EAN
9783527353859
Bindwijze
Hardback

U ontvangt bij ons altijd de laatste druk!


Rubrieken

Boekstra