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Non-intrusive Surrogate Modeling for Parametrized Time-dependent PDEs using Convolutional Autoencoders

14 January 2021

Papers citing "Non-intrusive Surrogate Modeling for Parametrized Time-dependent PDEs using Convolutional Autoencoders"

3 / 3 papers shown

Title
Towards Reliable Uncertainty Quantification via Deep Ensembles in Multi-output Regression Task Sunwoong Yang K. Yee UQCV 88 6 0 28 Mar 2023
Non-intrusive reduced order modeling of natural convection in porous media using convolutional autoencoders: comparison with linear subspace techniques T. Kadeethum F. Ballarin Y. Cho Daniel O’Malley H. Yoon N. Bouklas AI4CE 92 61 0 23 Jul 2021
Data Assimilation Predictive GAN (DA-PredGAN): applied to determine the spread of COVID-19 Vinicius L. S. Silva Claire E. Heaney Yaqi Li Christopher C. Pain AI4CE 64 23 0 17 May 2021