Physics-guided Data Augmentation for Learning the Solution Operator of Linear Differential Equations

Ye Li, Yiwen Pang, Bin Shan

Neural networks, especially the recent proposed neural operator models, are increasingly being used to find the solution operator of differential equations. Compared to traditional…