Discover cutting-edge research on Model Reduction of Complex Dynamical Systems in this essential volume from “The Bookish Owl”. Focusing on time-dependent problems, this book features contributions from leading experts in model order reduction. Explore diverse topics including system-theoretic methods, data-driven approaches, surrogate modeling for optimization, applications in control and mechanics, and model reduction software. Based on the 2019 MODRED workshop, this resource is ideal for graduate students and researchers in applied mathematics, theoretical informatics, and anyone seeking to simplify and analyze complex dynamic systems efficiently. Enhance your understanding of advanced reduction techniques with this comprehensive guide.