Transformed Physics-Informed Neural Networks for The Convection-Diffusion Equation

Jiajing Guan, Howard Elman

Singularly perturbed problems are known to have solutions with steep boundary layers that are hard to resolve numerically. Traditional numerical methods, such as Finite Difference…