most citedTwo-scale Neural Networks for Partial Differential Equations with Small Parameters

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math.NA2024★ 1 cited

Two-scale Neural Networks for Partial Differential Equations with Small Parameters

Qiao Zhuang, Chris Ziyi Yao, Zhongqiang Zhang +1

We propose a two-scale neural network method for solving partial differential equations (PDEs) with small parameters using physics-informed neural networks (PINNs). We directly inc…