Non-intrusive surrogate modeling for parametrized time-dependent partial differential equations using convolutional autoencoders
Author:
Publisher
Elsevier BV
Subject
Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering
Reference71 articles.
1. TensorFlow: Large-scale machine learning on heterogeneous systems;Abadi,2015
2. On nonintrusive uncertainty quantification and surrogate model construction in particle accelerator modeling;Adelmann;SIAM/ASA J. Uncertain. Quantif.,2019
3. A basis for bounding the errors of proper generalised decomposition solutions in solid mechanics;de Almeida;Internat. J. Numer. Methods Engrg.,2013
4. Interpolation method for adapting reduced-order models and application to aeroelasticity;Amsallem;Am. Inst. Aeronaut. Astronaut.,2008
5. Nonlinear model order reduction based on local reduced-order bases;Amsallem;Internat. J. Numer. Methods Engrg.,2012
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