Contemporary engineering design is heavily based on computer simulations. Accurate, high-fidelity simulations are used not only for design verification but, eve

This book covers some of the most popular methods in design space sampling, ensembling surrogate models, multi-fidelity surrogate model construction, surrogate

Computer simulation experiments are essential to modern scientific discovery, whether that be in physics, chemistry, biology, epidemiology, ecology, engineering

Surrogate models expedite the search for promising designs by standing in for expensive design evaluations or simulations. They provide a global model of some m

Computational optimization is an important paradigm with a wide range of applications. In virtually all branches of engineering and industry, we almost always t