M. Z. Naser
Gebundenes Buch

Machine Learning for Civil and Environmental Engineers

A Practical Approach to Data-Driven Analysis, Explainability, and Causality

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Accessible and practical framework for machine learning applications and solutions for civil and environmental engineersThis textbook introduces engineers and engineering students to the applications of artificial intelligence (AI), machine learning (ML), and machine intelligence (MI) in relation to civil and environmental engineering projects and problems, presenting state-of-the-art methodologies and techniques to develop and implement algorithms in the engineering domain.Through real-world projects like analysis and design of structural members, optimizing concrete mixtures for site applica...