[*]Quadratic Residual Networks: A New Class of Neural Networks for Solving Forward and Inverse Problems in Physics Involving PDEs

摘要： Accepted by SIAM International Conference on Data Mining (SDM21) 本文提出了二次残差网络，通过在应用激活函数之前，添加二次残差项到输入的加权和中，从而获得了比普通DNN具有更好表达容量的模型（相同宽度下）。这样在拟合复杂的PDE时，得益 阅读全文
posted @ 2023-02-10 16:42 Orange0005 阅读(145) 评论(0) 推荐(0)