A Gentle Introduction to Data, Learning, and Model Order Reduction

This open access book explores the latest advancements in simulation performance, driven by model order reduction, informed and augmented machine learning technologies and their combination into the so-called hybrid digital twins. It provides a comprehensive review of three key frameworks shaping mo...

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Bibliografiske detaljer

Main Authors:	Chinesta, Francisco, Cueto, Elías, Champaney, Victor, Ghnatios, Chady, Ammar, Amine, Hascoët, Nicolas, González, David, Alfaro, Icíar, Di Lorenzo, Daniele, Pasquale, Angelo, Baillargeat, Dominique
Format:	Online
Sprog:	engelsk
Udgivet:	Springer Nature 2025
Fag:	Data reduction Machine learning Model Order Reduction Digital Twins Hybrid modelling thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::P Mathematics and Science::PB Mathematics::PBK Calculus and mathematical analysis::PBKS Numerical analysis thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
Online adgang:	ONIX_20250813T121456_9783031875724_10
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