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

Recent studies highlight the application of artificial intelligence, machine learning, and simulation techniques in engineering. This book covers the successful

A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory. This boo

Handbook of Probabilistic Models carefully examines the application of advanced probabilistic models in conventional engineering fields. In this comprehensive h