Approximation and Generalization of DeepONets for Learning Operators Arising from a Class of Singularly Perturbed Problems

Ting Du, Zhongyi Huang, Ye Li

Singularly perturbed problems present inherent difficulty due to the presence of a thin boundary layer in its solution. To overcome this difficulty, we propose using deep operator…