This project applies Physics-informed Neural Networks (PINNs) to simulate heat propagation, comparing it with the traditional finite difference method. It demonstrates PINNs' capability in solving the ...

Heat transfer is the physical act of thermal energy being exchanged between two systems by dissipating heat. Temperature and the flow of heat are the basic principles of heat transfer. The amount of ...

The Finnish cleantech startup TheStorage officially commissioned its first industrial-scale thermal energy system at a local brewery in January 2026. This operational pilot represents a massive leap ...

Abstract: In the present work, a numerical investigation has been executed for airflow behavior and heat transfer in steady state for three-dimensional flow through horizontal and vertical pipes with ...

Abstract: This study presents a novel radiation measurement system capable of simultaneously measuring solar and upward longwave radiation, with the goal of achieving measurement accuracy within ±5% ...