Finite Neuron Method for Numerical PDEs
Jinchao Xu — Department of Mathematics at the Pennsylvania State University, University Park
Event information
- Speaker
- Jinchao Xu
- Affiliation
- Department of Mathematics at the Pennsylvania State University, University Park
- Date
- Friday 24 June 2022
- Time
- 14:00:00
- Location
- Aula Saleri, VI piano, Dip. di Matematica
Abstract
In this talk, I will present several results on the finite neuron method, namely a class of methods on the application of neural networks for numerical solution of partial differential equations. Topics include approximation properties of neural network functions, error estimates for the finite neuron method, comparison and analysis of different training algorithms.
Contact: alfio.quarteroni@polimi.it