This project was performed to practice a common approach to using the Spectral Method with the fourier Galerkin approach to solving PDE's. Specifically, we'll be ...

This repository encompasses Python code and Jupyter notebooks exemplifying the application of Physics-Informed Neural Networks (PINNs) and Lagaris' approach to address Partial Differential Equations ...

Abstract: In this work, we exploit a grid-like network of waveguide-based metatronic circuits to calculate the solutions to partial differential equations (PDEs) in the form of the Helmholtz wave ...

Abstract: Partial differential equations (PDEs) are ubiquitous in physics and engineering and used for understanding various physical phenomena, including heat, diffusion, fluid and electrodynamics, ...