The gas transport mechanism in shale reservoirs is extremely complex and is a typical
multiscale and multiphysics coupled transport process, considering the complex shale rock …

Food warehouses and cold rooms have a significant potential for Demand Response (DR)
application (stopping or reducing the power of fans and compressors of the refrigeration …

Deriving governing equations of complex physical systems based on first principles can be
quite challenging when there are certain unknown terms and hidden physical mechanisms …

Electromagnetic (EM) wave propagation and inversion in complex time-varying medium is a
challenging problem, particularly for plasma applications. We extend the EM wave–plasma …

This study investigates optical solitons solutions within the framework of the two new (3+ 1)-
dimensional integrable wave equations by employing the modified Sardar sub-equation …

A brief review of the applications of machine learning to the electromagnetic modeling and
design optimization of high‐frequency structures is presented. The structure of artificial …

In this study, we will utilize the PINNs method to explore and analyze the electromagnetic
scattering properties of cylinders with complex geometries. PINN is a physically constrained …