activity
20212024
most citedOn Computing the Hyperparameter of Extreme Learning Machines: Algorithm and Application to Computational PDEs, and Comparison with Classical and High-Order Finite Elements

61 citations · 96 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

math.NA2022★ 28 cited

Numerical Approximation of Partial Differential Equations by a Variable Projection Method with Artificial Neural Networks

Suchuan Dong, Jielin Yang

We present a method for solving linear and nonlinear PDEs based on the variable projection (VarPro) framework and artificial neural networks (ANN). For linear PDEs, enforcing the b…