An introduction to key concepts and techniques in probabilistic machine learning for civil engineering students and professionals; with many step-by-step exampl

This book provides a step-by-step guidance on how to implement analytical methods in project risk management. The text focuses on engineering design and constru

Machine learning has undergone rapid growth in diversification and practicality, and the repertoire of techniques has evolved and expanded. The aim of this book

This book explains use of data science-based techniques for modeling and providing optimal solutions to complex problems in civil engineering. It discusses civi

The modern structural health monitoring (SHM) paradigm of transforming in situ, real-time data acquisition into actionable decisions regarding structural perfor