[HTML][HTML] Multi-well clustering and inverse modeling-based approaches for exploring geometry, petrophysical, and hydrogeological parameters of the Quaternary …

MAA Mohammed, NP Szabó, YG Flores… - Groundwater for …, 2024 - Elsevier
This research aims to explore the application of an unsupervised machine learning and
inverse modeling-based methods to map the aquifers geometry and investigate the …

[HTML][HTML] Examining innovative unsupervised learning techniques for automated characterization of complex groundwater systems

MAA Mohammed, NP Szabó, R Kilik, P Szűcs - Results in Engineering, 2024 - Elsevier
This research proposes an innovative approach utilizing geophysical well logging data
analyzed with multiple machine learning (ML) methods including, self-organizing maps …

Joint interpretation and modeling of potential field data for mapping groundwater potential zones around Debrecen area, Eastern Hungary

MAA Mohammed, NP Szabó, P Szűcs - Acta Geodaetica et Geophysica, 2024 - Springer
The Debrecen area, as part of the Great Hungarian Plain (GHP), is associated with a multi-
aquifer system that is overly exploited to fulfill the development plans. This research aims to …

Integrated geophysical and geospatial techniques for surface and groundwater modeling

AY Khan, W Ullah, A Niaz, T Bibi, MM Imtiaz, R Fiaz… - Scientific Reports, 2024 - nature.com
An integrated approach using geophysical and geospatial techniques was employed to
model the surface and subsurface water-bearing strata and assess aquifer vulnerability in …

Delineation of groundwater potential zones in northern Omdurman area using electrical resistivity method

MAA Mohammed, NP Szabó… - IOP Conference Series …, 2023 - iopscience.iop.org
This study is conducted in the northern Omdurman area to delineate groundwater potential
zones using electrical resistivity method. Omdurman is the most ancient city known as the …

Assessing heterogeneous groundwater systems: Geostatistical interpretation of well logging data for estimating essential hydrogeological parameters

MAA Mohammed, YG Flores, NP Szabó, P Szűcs - Scientific Reports, 2024 - nature.com
This research presents an unsupervised learning approach for interpreting well-log data to
characterize the hydrostratigraphical units within the Quaternary aquifer system in Debrecen …

[HTML][HTML] Robust estimation of hydrogeological parameters from wireline logs usingsemi-supervised deep neural networks assisted with global optimization-based …

MAA Mohammed, NP Szabó, P Szűcs - Groundwater for Sustainable …, 2024 - Elsevier
Understanding the distribution of hydrogeological properties of the aquifers is crucial for
sustainable groundwater resource development. This research explores the application of …

Electrical resistivity tomography for delineating groundwater potential zones in fractured metasedimentary rocks, Lesser Himalayas, Pakistan

M Farooq, UB Nisar, S Khan, T Jalees… - Journal of Earth System …, 2022 - Springer
Geological discontinuities such as faults and fractures occur in all kinds of rock terrains.
Investigation of these discontinuities is important in understanding the geological structures …

Investigation of petrophysical and hydrogeological parameters of the transboundary Nubian Aquifer system using geophysical methods

MAA Mohammed, A Mohamed, NP Szabó… - Frontiers in Earth …, 2024 - frontiersin.org
The recent research aims to investigate the petrophysical and hydrogeological parameters
of the Nubian aquifer system (NAS) in Northern Khartoum State, Sudan, using integrated …

High-resolution characterization of complex groundwater systems using wireline logs analyzed with machine learning classifiers and isometric mapping techniques

MAA Mohammed, NP Szabó, P Szűcs - Modeling Earth Systems and …, 2025 - Springer
Characterizing the lithological and hydraulic behavior of heterogeneous groundwater
systems presents a significant challenge in hydrogeology. Traditional methods often rely on …