Machine Learning in Civil Engineering and Infrastructure Development: A Practitioner's Handbook

Machine Learning in Civil Engineering and Infrastructure Development: A Practitioner's Handbook is a practitioner-oriented handbook that demonstrates, through diverse real-world examples, how civil engineers can integrate machine learning into projects while remaining grounded in engineering judgment, physical understanding, and professional responsibility.

The book is organised in three parts, guiding readers from foundational principles to advanced applications. Part I introduces core ma...