Data-Completion and Model Correction by Means of Evanescent Regularization

Data-Completion and Model Correction by Means of Evanescent Regularization

System components are often regarded as part of a whole system, especially when it comes to data-driven modeling. Thus, subsystem modeling is disregarded in general when building a data-driven response, especially since multiple subsystem outputs are never measured in real applications. However, sub...

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Bibliographic Details
Main Authors: Chady Ghnatios, Di Jiang, Yves Tourbier, Alain Cimetière, Francisco Chinesta
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Applied Sciences
Subjects:
model reduction
machine learning
complex systems
partially observable variables
evanescent regularization
Online Access:https://www.mdpi.com/2076-3417/13/17/9616

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https://www.mdpi.com/2076-3417/13/17/9616

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