System- and Data-Driven Methods and Algorithms
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.
| ISBN: | 9783110500431 |
|---|---|
| Auflage: | 1 |
| Sprache: | Englisch |
| Seitenzahl: | 378 |
| Produktart: | Gebunden |
| Verlag: | De Gruyter |
| Veröffentlicht: | 08.11.2021 |
| Schlagworte: | Computational physics Computersimulation Mathematisches Modell Ordnungsreduktion |
Benner, MPI, GE; Grivet-T., POLITO, Quarteroni, Politec., Rozza, SISSA, IT; Schilders, TU Eind., NE; Silveira, INESC-ID, PT