Chemical & Biochemical

Artificial Intelligence in Chemical Engineering

Name: Artificial Intelligence in Chemical Engineering
Brand: Elsevier
SKU: 9780443340765
Price: 26828.00 INR
Availability: InStock
ISBN: 9780443340765

Contributor(s): Sher,Faroo Editor Format: Paperback

Paperback · ISBN 9780443340765

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Key Specifications

ISBN	9780443340765
Publisher	Elsevier
Publication date	October 2025
Language	English
MRP	£190.99 GBP
Page count	706
Item weight	355 g

Artificial Intelligence in Chemical Engineering explores the integration of artificial intelligence (AI) into various facets of chemical engineering. The book introduces historical information, highlights current state and trends in AI applications, and discusses challenges and opportunities within the field. Foundational principles of AI and machine learning are thoroughly covered, giving readers a solid understanding of basic AI principles, machine learning algorithms, and the crucial processes of model training and validation. The book then delves into the critical phase of data acquisition and preprocessing for AI models, addressing strategies for data collection, ensuring data quality, and techniques for feature engineering and selection.

Subsequent chapters cover a wide spectrum of AI applications in chemical engineering. From supervised and unsupervised learning for process modeling to the advanced realm of deep learning applications, this book explores neural networks, convolutional and recurrent architectures, and their real-world applications in process optimization and analysis.

Artificial Intelligence in Chemical Engineering

Key Specifications

Sher,Faroo Editor

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