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£162.79

Elsevier Artificial Intelligence in Chemical Engineering

Name: Artificial Intelligence in Chemical Engineering
Brand: Elsevier
Price: 162.79 GBP
Availability: InStock

AI & Machine Learning

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Description

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. Navigates the dynamic intersection of AI and chemical engineering, covering ethical considerations, interdisciplinary applications, and AI's impact on safety, sustainability, and innovation Bridges the gap between policy and implementation of AI in chemical engineering, facilitating a harmonious integration of AI technologies and fostering responsible and effective use within the chemical engineering industry Offers a forward-looking approach to guide professionals, researchers, and students in navigating the dynamic and transformative future of AI in chemical engineering

Product Specifications

Brand: Elsevier
Format: paperback
ASIN: 0443340765
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 20 October 2025
Listed Since: 26 October 2024

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Elsevier Artificial Intelligence in Chemical Engineering

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