Professor Eyad Elyan's Outputs (3)

CEANet: an end-to-end transformer based static-mobile points alignment approach. (2025)
Journal Article
YESIPOV, V., MEKALA, M.S., EDGE, P. and ELYAN, E. 2025. CEANet: an end-to-end transformer based static-mobile points alignment approach. Signal, image and video processing [online], 19(8), article number 596. Available from: https://doi.org/10.1007/s11760-025-04258-6

Correspondence-based Point Cloud Registration (PCR) is crucial for 3D visualization applications, especially in change detection. Most PCR models depend on precise initialization using a set of closest points to establish correspondences, a method th... Read More about CEANet: an end-to-end transformer based static-mobile points alignment approach..

Predicting student next-term performance in degree programs using AI-based approach: a case study from Ghana. (2025)
Journal Article
DIEKUU, J.-B., MEKALA, M.S., ABONIE, U.S., ISAACS, J. and ELYAN, E. 2025. Predicting student next-term performance in degree programs using AI-based approach: a case study from Ghana. Cogent education [online], 12(1), article number 2481000. Available from: https://doi.org/10.1080/2331186X.2025.2481000

Student performance can fluctuate over time due to various factors (e.g. previous assignment grades, social life and economic conditions). Temporal dynamics, such as semester-to-semester variations, and changes in students' academic achievements, beh... Read More about Predicting student next-term performance in degree programs using AI-based approach: a case study from Ghana..

Geothermal cooling solutions for rural communities at Homa Bay, Kenya: a CFD modelling study. (2025)
Journal Article
HOSSAIN, M., LASSALE, M., VERTIGANS, S., DEVECI, G., ELYAN, E., BURGESS, K. and OKOWA, M. 2025. Geothermal cooling solutions for rural communities at Homa Bay, Kenya: a CFD modelling study. International journal of sustainable engineering [online], 18(1), article number 2480095. Available from: https://doi.org/10.1080/19397038.2025.2480095

A Computational Fluid Dynamics (CFD) modelling study has been presented to analyse the cooling impact of a geothermal cooling system based on the Earth-Air-Tunnel-Heat-Exchanger (EATHE) concept to provide passive cooling to heat-stressed vulnerable p... Read More about Geothermal cooling solutions for rural communities at Homa Bay, Kenya: a CFD modelling study..