Effective thermal management is critical for optimising device performance, extending
product longevity, saving energy, protecting the environment, and avoiding thermal failures …

In the current vehicle electric propulsion systems, the thermal design of power modules
heavily relies on empirical knowledge, making it challenging to effectively optimize …

The impact of convection and radiation on the thermal distribution of the wavy porous fin is
examined in the present study. A hybrid model that combines the differential evolution (DE) …

At extremely high Mach number (Ma≥ 8), kerosene is faced with issues of cracking with a
limited heat sink for regenerative cooling. Supercritical CO 2 can be used as additional …

The present study aims to minimize velocity disruption using rotational guide vane (RGV)
before the 90 pipe bend where the curvature ratio is r/D= 1.0 at Re= 3× 10 4. The …

Pin-fin heat sinks are widely employed to dissipate heat from power devices under natural
convection conditions. To improve heat dissipation performance, optimization of the fin …

This research explores a useful thermal engineering application utilizing novel honeycomb-
shaped pin fins heat sink (PFHS). 3D incompressible flow and heat transfer are examined …

Pin-fin arrays are crucial in the cooling of aerospace components. Specifically, pin-fins find
extensive usage in the trailing edge of turbine blades, primarily due to the harsh operating …

The present study introduces a novel optimization framework that combines a Graph
Convolutional Neural Network surrogate model with Genetic Algorithms (GCN-GA). This …

The utilisation of advanced pin fin designs in microchannels is useful for enhancing cooling
efficiency. Advancements in machine learning and processing power have sparked interest …