IEEE

Inverse-Free Discrete ZNN Models for Solving Future Nonlinear Equality and Inequality System With Robot Manipulator Control

Abstract: In this article, future nonlinear equality and inequality system (FNEIS) is first investigated. To solve FNEIS, continuous zeroing equivalency (CZE) model is proposed based on zeroing neural ...
IEEE

A Complex-Valued Neural Operator for Solving 2-D Wave Equations Based on Graph Neural Networks

Abstract: In this work, we propose a complex-valued neural operator (CV-NeuralOp) based on graph neural networks (GNNs) to solve 2-D wave equations. Inspired by Green’s function method for solving ...