Artificial Intelligence in Catalysis
Experimental and Computational Methodologies
Wiley-VCH
ISBN 978-3-527-35385-9
Standardpreis
Bibliografische Daten
Fachbuch
Buch. Hardcover
2025
100 Farbabbildungen.
In englischer Sprache
Umfang: 272 S.
Format (B x L): 17 x 24,4 cm
Verlag: Wiley-VCH
ISBN: 978-3-527-35385-9
Produktbeschreibung
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 analysis
- Application of artificial neural networks in the analysis of electron microscopy data
- Construction of training datasets for chemical reactivity prediction through computational means
- Catalyst optimization and discovery using machine learning models
- Predicting 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.
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