Towards optimal β-variational autoencoders combined with transformers for reduced-order modelling of turbulent flows
Author:
Funder
Vetenskapsrådet
European Research Council
Publisher
Elsevier BV
Subject
Fluid Flow and Transfer Processes,Mechanical Engineering,Condensed Matter Physics
Reference69 articles.
1. A predictive hybrid reduced order model based on proper orthogonal decomposition combined with deep learning architectures;Abadía-Heredia;Expert Syst. Appl.,2022
2. A reduced order with data assimilation model: Theory and practice;Arcucci;Comput. & Fluids,2023
3. Data-driven cardiovascular flow modelling: examples and opportunities;Arzani;J. R. Soc. Interface,2021
4. Understanding and improving early stopping for learning with noisy labels;Bai,2021
5. Representation learning: A review and new perspectives;Bengio;IEEE Trans. Pattern Anal. Mach. Intell.,2013
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