This repository implements a Physics-Informed Neural Network (PINN) to solve the 2D wave equation using deep learning. The implementation incorporates physical constraints directly into the loss ...

The numerical results of the polynomial solution of the optimization problem with a free phase are presented. The case of a complex polynomial of the first degree is considered. This polynomial shows ...

Black holes, regions of spacetime in which gravity is so strong that nothing can escape, are intriguing and extensively ...

Because it's costly and cumbersome to transport large structures such as satellite dishes into space, aerospace Ph.D. student ...

While atmospheric turbulence is a familiar culprit of rough flights, the chaotic movement of turbulent flows remains an ...

Mathematicians have been mystified by ocean waves for centuries. But new research could be a very large step in the wave prediction world.

There was an error while loading. Please reload this page. This repository was created to showcase an independent research report on the concept of Physics Informed ...