Author

Mehrdad Mottaghi

Observed name: MEHRDAD MOTTAGHI

ORCID: 0009-0004-6553-3200

Observed ORCID: 0009-0004-6553-3200

OpenAlex ID: A5116345823

Machine learning prediction of density of fatty acid methyl ester mixed with alkanes biodiesel over a wide range of operating conditions

2025 · Soud Khalil Ibrahim, Rafid Jihad Albadr, et al. · Biomass and Bioenergy · 16

Leveraging a novel nanocomposite for enhanced drilling fluid efficiency

2025 · Yaqin Tian, Farag M. A. Altalbawy, et al. · Scientific Reports · 7

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Application of robust hybrid tree-based machine learning methods in accurate prediction of underground rock saturation exponent

2025 · Ayat Hussein Adhab, Ankur Bhogayata, et al. · Measurement · 7

Robust forecasting of packaging chemical migration into water and food

2025 · Changjin Wei, Farag M. A. Altalbawy, et al. · International Journal of Food Properties · 5

A robust hybrid data driven approach to model biochar yield in terms of biomass pyrolysis

2026 · Kusum Yadav, Lulwah M. Alkwai, et al. · Bioresources and Bioprocessing · 4

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Accurate machine-learning based modeling of apparent viscosity of waxy oils mixed with polymeric wax inhibitors

2025 · Hongyan Lei, Muntadher Abed Hussein, et al. · Flow Measurement and Instrumentation · 4

Coke reactivity index: application of robust machine learning algorithms for prediction capabilities

2025 · Lin Jiang, Sarah Kanaan Hamzah, et al. · Ironmaking & Steelmaking Processes Products and Applications · 3

RETRACTED ARTICLE: Accurate modeling of nano-enhanced polyethylene glycol thermal conductivity using soft computing methods: application to thermal energy storage

2025 · Xiaona Liu, Zahraa Sabah Ghnim, et al. · International Journal of Polymer Analysis and Characterization · 3

Robust development of data-driven models for methane and hydrogen mixture solubility in brine

2025 · Kashif Saleem, Abhinav Kumar, et al. · Geomechanics and Geophysics for Geo-Energy and Geo-Resources · 3

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Insightful frameworks for zeta potential of various clays in different brine compositions

2025 · Junhou Wang, Farag M.A. Altalbawy, et al. · Physics and Chemistry of the Earth Parts A/B/C · 2

Machine learning-based prediction of speed of sound in fatty acid ethyl esters

2025 · Kusum Yadav, Shahad Almansour, et al. · Scientific Reports · 2

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Modeling density of carbon dioxide-saturated polyethylene glycol using machine learning techniques

2025 · Tao Ji, Ayat Hussein Adhab, et al. · Journal of Polymer Engineering · 2

Density of CO 2 -Saturated Polyethylene Glycol: Rigorous Data Evaluation and Development of Intelligent Data-Driven Models

2025 · Ayat Hussein Adhab, Morug Salih Mahdi, et al. · Journal of Macromolecular Science Part B · 2

Evolutionarily optimized gradient boosting machine to accurately forecast coke reactivity index

2026 · Leigang Hao, Sarah Kanaan Hamzah, et al. · International Journal of Coal Preparation and Utilization · 1

Data-driven modeling of refractive index in LiBr/H2O solutions using machine learning: applications in optical interferometry

2025 · Jalawi Alshudukhi, Kusum Yadav, et al. · Results in Optics · 1

Data-driven computing of biodiesel–alcohol blend density using multi-algorithm benchmarking

2026 · Mehrdad Mottaghi, Aseel Smerat, et al. · Chemical Papers

New insights into fatty acid ethyl esters speed of sound

2026 · Ahmad Adel Abu-Shareha, Haider Ali Jasim Alshamary, et al. · Chemical Papers

Investigation of thermal conductivity for nano-improved polyethylene glycol composites

2026 · Tao Xu, Farag M. A. Altalbawy, et al. · Discover Nano

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On the construction of hybrid algorithms to predict biochar yield as a function of pyrolysis parameters

2026 · Kusum Yadav, Lulwah M. Alkwai, et al. · Energy Conversion and Management X

Introduction of data driven predictive models to accurately estimate hydrogen generation via formic acid dehydrogenation

2026 · Mehrdad Mottaghi, Aseel Smerat, et al. · International Communications in Heat and Mass Transfer

Thermal conductivity of liquid siloxanes: accurate intelligent modeling and robust data assessment

2026 · Baraa Mohammed Yaseen, Rafid Jihad Albadr, et al. · Phosphorus, sulfur, and silicon and the related elements

New insights into sulfur dioxide absorption in deep eutectic solvents

2026 · Chaofan Hu, Farag M.A. Altalbawy, et al. · Microchemical Journal

Modeling geothermal reservoirs permeability based upon NMR laboratory data

2026 · Kusum Yadav, Lulwah M. Alkwai, et al. · Unconventional Resources

Pioneering Coke Reactivity Index via Optimized Gradient Boosting Decision Tree‐Based Algorithms

2026 · Di Zhang, Sarah Kanaan Hamzah, et al. · International Journal of Energy Research

On the accurate construction of machine learning models to predict speed of sound in liquid siloxane

2025 · Chaofan Hu, Nawfal Yousif Jamil, et al. · Journal of the Indian Chemical Society

Works count: 29

Citation count: 64

H-index: 4

I10-index: 1