Benner, Peter

System- and Data-Driven Methods and Algorithms - Berlin/Boston De Gruyter 2021 - 1 electronic resource (378 p.)

Open Access

An increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This two-volume handbook covers methods as well as applications. This first volume focuses on real-time control theory, data assimilation, real-time visualization, high-dimensional state spaces and interaction of different reduction techniques.


Creative Commons


English

9783110498967 9783110498967 9783110500431 9783110497717

10.1515/9783110498967 doi


Numerical analysis
Applied mathematics
Mathematical physics
Production engineering

Computational physics Computer simulation