Author

A. F. Tharima

2 papers indexed here

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Open access Sep 2026

Experimental–CFD Optimisation of Hydraulic Jet Reach for the GS Mark III Peatland Firefighting System

The use of Computational Fluid Dynamics (CFD) with surrogate-based optimisation is increasingly becoming common in the design of fluid delivery systems although there are very few cases where it has been applied to fixed water-based fire suppression systems. This paper seeks to propose an integrated four-stage engineer...

Wan Mohd Zaifurin Wan Nawang, Azfarizal Mukhtar, Mohd Zamri Yusoff et al. · Fire · 0 citations

#artificial intelligence Preprint Mar 2026

Toward Generalizable Deep Learning Based Peatland Fire Detection via Walsh Hadamard Transform and Domain Adaptation

An efficient deep learning framework for peatland fire detection based on a Walsh--Hadamard Transform enhanced ResNet-50 (WHT-ResNet-50), which improves feature representation while reducing model complexity and reduces inference cost while preserving detection accuracy is proposed.

Emadeldeen Hamdan, A. F. Tharima, Mohd Zahirasri Mohd Tohir et al. · 0 citations