Zhen-Zhou Fan

Learning-based local RBF neural network with adaptively supported domain for solving partial differential equations.

The Local Radial Basis Function method (Local RBF) is attractive for its sparsity and efficiency. However, its accuracy and stability depend critically on the choice of the local support domain. Conventional methods rely on trial-and-error to select a uniform support domain size for all center points, lack theoretical...