Author

M. Bahrami

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Open access Sep 2026

Integrated Machine Learning and Statistical Interpretation of Malachite Green Removal by SDBS-Modified Ostrich Bone Waste: A Comparative Random Forest, Bayesian Regression, and LMG Analysis

The development of sustainable adsorbents and reliable predictive tools for dye-contaminated wastewater treatment remains an important challenge in environmental engineering. In this study, the adsorption of malachite green (MG) dye onto sodium dodecyl benzene sulfonate (SDBS)-modified ostrich bone waste was investigat...

M. Bahrami, M. J. Amiri, Zahra Rahsepar Chargi et al. · Molecules · 0 citations

Open access Sep 2026

Explainable Machine Learning and Mechanistic Interpretation of Congo Red Removal by CTABr-Modified Bio-Apatite-Based Adsorbent

Waste-derived adsorbents represent a promising strategy for sustainable wastewater treatment; however, adsorption processes are frequently governed by complex nonlinear interactions that remain difficult to interpret using conventional approaches. The present study developed an integrated experimental and explainable m...

M. Bahrami, M. J. Amiri, B. Lednicka et al. · Water · 0 citations

Open access Sep 2026

Integrated Hydrogeochemical Characterization, Drinking Water Quality Assessment, and Spatial Analysis of Groundwater Using GIS and Multivariate Statistics: A Case Study of Fars Province, Iran

Groundwater quality in semi-arid regions is influenced by interacting geological, climatic, and human factors. This study integrated hydrochemical analysis, ionic relationships, multivariate statistics, Water Quality Index (WQI), and GIS-based spatial analysis to evaluate groundwater quality in Fars Province, southern...

M. Bahrami, Katarzyna Kubiak-Wójcicka, A. Bahrami et al. · Earth · 0 citations