A Unified Framework of Deep Neural Networks and Gappy Proper Orthogonal Decomposition for Global Field Reconstruction.
2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN（2023）
Key words
complex physical systems control,complex physical systems monitoring,deep neural network,fluid reconstruction problems,full-state estimation,gappy proper orthogonal decomposition,linear optimization problem solving,neural network prediction,nonlinear mapping,POD modes,reconstruction performance,referenced global fields,supervised learning methods,thermal field reconstruction problems,unified global field reconstruction framework
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