2 papers
cond-mat.stat-mech2025
Comparative study of Wavelet transform and Fourier domain filtering for medical image denoising
M. Ali Saif, Bassam M. Mughalles, Ibrahim G. H. Loqman
Denoising of images is a crucial preprocessing step in medical imaging, essential for improving diagnostic clarity. While deep learning methods offer state-of-the-art performance,…
cond-mat.stat-mech2023
Determination of the critical points for systems of directed percolation class using machine learning
M. Ali Saif, Bassam M. Mughalles
Recently, machine learning algorithms have been used remarkably to study the equilibrium phase transitions, however there are only a few works have been done using this technique i…