Publications
Patents issued
selected scholarly works & creative activities
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Article
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2025Comprehensive assessment of clean energy and water production in MENA: A 4-E analysis based on two high-performance solar photovoltaics. Desalination. 615:119226.Full Text via DOI: 10.1016/j.desal.2025.119226
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2025Machine learning-guided optimization of nickel-based catalysts for enhanced biohydrogen production through catalytic pyrolysis of biomass. International Journal of Hydrogen Energy. 144:1085-1094.Full Text via DOI: 10.1016/j.ijhydene.2025.03.219 Web of Science: 001518660400026
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2025Dynamic Dwell Time Adjustment in Wire Arc-Directed Energy Deposition: A Thermal Feedback Control Approach. Journal of Manufacturing and Materials Processing. 9.Full Text via DOI: 10.3390/jmmp9050143 Web of Science: 001501231700001
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2025A Physics-Guided Parameter Estimation Framework for Cold Spray Additive Manufacturing Simulation. Coatings. 15.Full Text via DOI: 10.3390/coatings15040364 Web of Science: 001474369900001
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2025Machine-Learning-Driven Optimization of Cold Spray Process Parameters: Robust Inverse Analysis for Higher Deposition Efficiency. Coatings. 15.Full Text via DOI: 10.3390/coatings15010012 Web of Science: 001403733800001
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2024AI Dermatochroma Analytica (AIDA): Smart Technology for Robust Skin Color Classification and Segmentation. Cosmetics. 11.Full Text via DOI: 10.3390/cosmetics11060218 Web of Science: 001383731000001
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2024Precision Calibration in Wire-Arc-Directed Energy Deposition Simulations Using a Machine-Learning-Based Multi-Fidelity Model. Journal of Manufacturing and Materials Processing. 8.Full Text via DOI: 10.3390/jmmp8050222 Web of Science: 001340905100001
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2024Sustainable AI-based production agriculture: Exploring AI applications and implications in agricultural practices. Smart Agricultural Technology. 7.Full Text via DOI: 10.1016/j.atech.2024.100416 Web of Science: 001190906500001
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2024Super-resolution-assisted rapid high-fidelity CFD modeling of data centers. Building and Environment. 247.Full Text via DOI: 10.1016/j.buildenv.2023.111036 Web of Science: 001119003100001
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2023Machine Learning Surrogate Modeling for Meshless Methods: Leveraging Universal Approximation. International Journal of Computational Methods. 20.Full Text via DOI: 10.1142/S021987622141022X Web of Science: 000849410800001
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2022Hybrid renewable energy system for sustainable residential buildings based on Solar Dish Stirling and wind Turbine with hydrogen production. Energy Conversion and Management. 270.Full Text via DOI: 10.1016/j.enconman.2022.116261 Web of Science: 000869706900005
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2022Linking soil phosphorus pools to drainage water quality in intensively cropped organic soils. Agricultural Water Management. 272.Full Text via DOI: 10.1016/j.agwat.2022.107860 Web of Science: 000861238900006
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2022Nanoindentation mapping defects filtration for heterogeneous materials using generative adversarial networks. Materials Characterization. 191.Full Text via DOI: 10.1016/j.matchar.2022.112107 Web of Science: 000834173200003
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2022Neural network model predictions for phosphorus management strategies on tile-drained organic soils. Nordic Hydrology. 53:825-839.Full Text via DOI: 10.2166/nh.2022.127 Web of Science: 000806281000001
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2021Machine learning algorithms to assess the thermal behavior of a Moroccan agriculture greenhouse. Cleaner Engineering and Technology. 5.Full Text via DOI: 10.1016/j.clet.2021.100346 Web of Science: 000980938000087
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2021Modelling carbon dioxide emissions under a maize-soy rotation using machine learning. Biosystems Engineering. 212:1-18.Full Text via DOI: 10.1016/j.biosystemseng.2021.09.013 Web of Science: 000711437100001
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2020Machine learning for predicting greenhouse gas emissions from agricultural soils. Science of the Total Environment. 741.Full Text via DOI: 10.1016/j.scitotenv.2020.140338 Web of Science: 000568819300014
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2020Texture shape effects on hydrodynamic journal bearing performances using mass-conserving numerical approach. Tribology - Materials, Surfaces and Interfaces. 14:33-50.Full Text via DOI: 10.1080/17515831.2019.1666232 Web of Science: 000492393200001
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2019Coupling of inverse method and cuckoo search algorithm for multiobjective optimization design of an axial flow pump. Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy. 233:988-1006.Full Text via DOI: 10.1177/0957650919844112 Web of Science: 000486001000003
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2019A Predictive Model of the Optimal Tool Edge Geometry for Veneer Cutting Processes. Machining Science and Technology. 23:758-778.Full Text via DOI: 10.1080/10910344.2019.1584820 Web of Science: 000480116100001
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2019Performance of hydrodynamic journal bearing under the combined influence of textured surface and journal misalignment: A numerical survey. Comptes Rendus - Mecanique. 347:141-165.Full Text via DOI: 10.1016/j.crme.2018.11.002 Web of Science: 000457263600005
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2017CS-IGA: A new cell-based smoothed isogeometric analysis for 2D computational mechanics problems. Computer Methods in Applied Mechanics and Engineering. 315:671-690.Full Text via DOI: 10.1016/j.cma.2016.11.017 Web of Science: 000393243900029
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2017On the Factors Affecting the Accuracy and Robustness of Smoothed-Radial Point Interpolation Method. Advances in Applied Mathematics and Mechanics. 9:43-72.Full Text via DOI: 10.4208/aamm.2015.m1115 Web of Science: 000386053300003
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2017MULTIPLE DAMAGE DETECTION IN COMPOSITE BEAMS USING PARTICLE SWARM OPTIMIZATION AND GENETIC ALGORITHM. Mechanika. 23:514-521.Full Text via DOI: 10.5755/j01.mech.23.4.15254 Web of Science: 000411776300005
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2016An efficient reduced-order method with PGD for solving journal bearing hydrodynamic lubrication problems. Comptes Rendus - Mecanique. 344:689-714.Full Text via DOI: 10.1016/j.crme.2016.05.006 Web of Science: 000385589200001
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2016Crack identification using model reduction based on proper orthogonal decomposition coupled with radial basis functions. Structural and Multidisciplinary Optimization. 54:265-274.Full Text via DOI: 10.1007/s00158-016-1400-y Web of Science: 000379262200006
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Book Chapter
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Conference
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2025Machine learning approaches for diabetic foot wound segmentation: generative models vs. CNNs vs. K-Means. Progress in Biomedical Optics and Imaging - Proceedings of SPIE.Full Text via DOI: 10.1117/12.3043379 Web of Science: 001511200600015
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2018EFFECT OF THE HALF END-WALL ON VELOCITY AND TAYLOR VORTICES FLOW. TOPICAL PROBLEMS OF FLUID MECHANICS 2018. 203-208.Full Text via DOI: 10.14311/TPFM.2018.027 Web of Science: 000457661300027
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2017A NUMERICAL INVESTIGATION OF THE FLOW PATTERN BETWEEN FINITE-LENGTH CONICAL CYLINDERS. TOPICAL PROBLEMS OF FLUID MECHANICS 2018. 229-234.Full Text via DOI: 10.14311/TPFM.2017.029 Web of Science: 000404424300029
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Other Scholarly Work
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2023UNLEASHING THE POTENTIAL of Welding in Additive Manufacturing by Embracing Al. Welding Journal. 42-44.Web of Science: 001098324800008
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Preprint
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Review
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2025A systematic review on grout in nuclear waste management: Advancement, composition and performance. Nuclear Engineering and Design.Full Text via DOI: 10.1016/j.nucengdes.2025.114281 Web of Science: 001540357100001
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2025Smart quadruped robotics: a systematic review of design, control, sensing and perception. Advanced Robotics. 3-29.Full Text via DOI: 10.1080/01691864.2024.2411684 Web of Science: 001336796400001
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2024Applying machine learning to wire arc additive manufacturing: a systematic data-driven literature review. Journal of Intelligent Manufacturing. 2407-2439.Full Text via DOI: 10.1007/s10845-023-02171-8 Web of Science: 001018746300001
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2023Advancements and applications of multiple wire processes in additive manufacturing: a comprehensive systematic review. Virtual and Physical Prototyping.Full Text via DOI: 10.1080/17452759.2023.2273303 Web of Science: 001090880700001
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