The Poisson equation is an integral part of many physical phenomena, yet its computation is often time-consuming. This module presents an efficient method using physics-informed neural networks (PINNs ...

Navier-Stokes Equations: A set of partial differential equations describing the flow of viscous fluids. Poisson Equation: An elliptic partial differential equation relating electric potential to ...

Browse the Code folder and download all files in the latest version sub-folder Make sure all the files are in the same folder Run the Poisson_2D_v# # #.py file to test that the code is working Make ...

In Part I of the paper, we derive a semianalytical framework for the magnetic field calculation in the air gap of a tubular permanent-magnet (PM) actuator. We also make an extension for skewed ...

Finding a fast solver for the Poisson equation is important for many scientific applications. In this work, we design and develop a matrix decomposition based Conjugate Gradient (CG) solver, which ...