LordNet: An Efficient Neural Network for Learning to Solve Parametric Partial Differential Equations without Simulated Data

Xinquan Huang, Wenlei Shi, Xiaotian Gao +5

Neural operators, as a powerful approximation to the non-linear operators between infinite-dimensional function spaces, have proved to be promising in accelerating the solution of…