Reduced order models and machine learning techniques for digital twin applications

Authors: Ares de Parga Regalado, Sebastian

Thesis Advisors: Rossi, Riccardo, Hernández Ortega, Joaquín Alberto, Escola Tècnica Superior d'Enginyeria de Camins, Canals i Ports de Barcelona

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Projection-Based Model Order Reduction (PROM), Hyper-reduction, Machine Learning Regression, High-Performance Computing (HPC), Digital Twins, Àrees temàtiques de la UPC::Enginyeria civil, Àrees temàtiques de la UPC::Informàtica, Àrees temàtiques de la UPC::Enginyeria mecànica, 624 - Enginyeria civil i de la construcció en general, 004 - Informàtica, 531/534 - Mecànica. Vibracions. Acústica

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/695824
https://dx.doi.org/10.5821/dissertation-2117-446579

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Subject Terms: Machine learning regression, K-Nearest Neighbor (KNN), Logistic regression, TA1-2040, Airline passenger satisfaction, Engineering (General). Civil engineering (General), Predictive modeling, Neural networks

Access URL: https://doaj.org/article/10b30c7091de485badd487c66beae8ef

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