Subspace Decomposition based DNN algorithm for elliptic type multi-scale
PDEs

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Subspace Decomposition based DNN algorithm for elliptic type multi-scale PDEs

10 December 2021

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Papers citing "Subspace Decomposition based DNN algorithm for elliptic type multi-scale PDEs"

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Frequency-adaptive tensor neural networks for high-dimensional multi-scale problems Jizu Huang Rukang You Tao Zhou 56 0 0 21 Aug 2025
A practical PINN framework for multi-scale problems with multi-magnitude loss termsJournal of Computational Physics (JCP), 2023 Yuanbo Wang Yanzhong Yao Jiawei Guo Zhiming Gao AI4CE 125 39 0 13 Aug 2023
A Block-Coordinate Approach of Multi-level Optimization with an Application to Physics-Informed Neural NetworksComputational optimization and applications (Comput. Optim. Appl.), 2023 Serge Gratton Valentin Mercier E. Riccietti P. Toint AI4CE 187 11 0 23 May 2023
Overview frequency principle/spectral bias in deep learningCommunication on Applied Mathematics and Computation (CAMC), 2022 Z. Xu Yaoyu Zhang Yaoyu Zhang FaML 292 114 0 19 Jan 2022
Towards Understanding the Condensation of Neural Networks at Initial TrainingNeural Information Processing Systems (NeurIPS), 2021 Hanxu Zhou Qixuan Zhou Yaoyu Zhang Yaoyu Zhang Z. Xu MLT AI4CE 256 32 0 25 May 2021