Artificial neural networks augmented reduced order models for fluid-based optimization problems

Authors: Dar, Zulkeefal

Thesis Advisors: Codina, Ramon, Baiges Aznar, Joan, Escola Tècnica Superior d'Enginyeria de Camins, Canals i Ports de Barcelona

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Reduced Order Modeling (ROM), Artificial Neural Networks (ANN), Computational Fluid Dynamics (CFD), Variational Multiscale Method (VMS), Finite Element Method (FEM), Optimization, Àrees temàtiques de la UPC::Enginyeria civil, Àrees temàtiques de la UPC::Enginyeria mecànica, Àrees temàtiques de la UPC::Matemàtiques i estadística, 624 - Enginyeria civil i de la construcció en general, 531/534 - Mecànica. Vibracions. Acústica, 51 - Matemàtiques

File Description: application/pdf

Access URL: https://hdl.handle.net/10803/697539
https://dx.doi.org/10.5821/dissertation-2117-462423

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