An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay betw

An intuitive approach to machine learning covering key concepts, real-world applications, and practical Python coding exercises.

Advanced Finite Element Method in Structural Engineering systematically introduces the research work on the Finite Element Method (FEM), which was completed by

This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing sys