Study on a Poisson's equation solver based on deep learning technique
Study on a Poisson's equation solver based on deep learning technique
In this work, we investigated the feasibility of applying deep learning techniques to solve 2D Poisson's equation. A deep convolutional neural network is set up to predict the distribution of electric potential in 2D. With training data generated from a finite difference solver, the strong approximation capability of the deep …