Open Access Journal of Engineering Applications
e-ISSN 3105-7004  ยท  HafizLab
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Vol. 50 No. 1 (2026): Advances in Applied Machine Learning Current

Published 31 Mar 2026

Special focus: Advances in Applied Machine Learning.

Research Articles

Research Articles
Federated Graph Neural Networks under Non-IID Client Partitions
Kamal Hossain, Nusrat Jahan, Michael Okonkwo
pp. 1-24 https://doi.org/10.55555/oajea.2026.5001.001
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Research Articles
A Reproducibility Audit of Deep Learning Papers in Structural Health Monitoring
Sixty-four papers, eleven runnable artefacts
Amina Chowdhury, Rafiq Islam
pp. 25-51 https://doi.org/10.55555/oajea.2026.5001.002
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Research Articles
Convolutional Neural Networks for Wind Turbine Generator Faults
Shakil Nkosi, Ji-woo Akter, Thabo Suzuki
pp. 52-74 https://doi.org/10.55555/oajea.2026.5001.003
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Research Articles
On Membrane Distillation
Ji-woo Gupta
pp. 75-102 https://doi.org/10.55555/oajea.2026.5001.004
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Research Articles
Modelling Smart Grid Demand Response with Bayesian Optimization
Min-jun Reddy, Rifat Park, Yusuf Wu
pp. 103-114 https://doi.org/10.55555/oajea.2026.5001.005
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Research Articles
LSTM Networks Applied to Piezoelectric Energy Harvesters
Elena Roy
pp. 115-137 https://doi.org/10.55555/oajea.2026.5001.006
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Research Articles
Statistical Process Control for River Morphological Change: A Techno-Economic Assessment
Layla Bhuiyan
pp. 138-165 https://doi.org/10.55555/oajea.2026.5001.007
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Research Articles
Municipal Solid Waste Leachate: A Real-Time Implementation
Sabbir Mondal, Kwame Kowalski, Mahmud Garcia
pp. 166-182 https://doi.org/10.55555/oajea.2026.5001.008
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Research Articles
CMOS Image Sensors: Theory and Application
Thabo Ivanov, Lukas Karim
pp. 183-200 https://doi.org/10.55555/oajea.2026.5001.009
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Research Articles
Analysis of CMOS Image Sensors using Convolutional Neural Networks
Tanvir Zhao, Sofia Lee, Arif Okafor
pp. 201-226 https://doi.org/10.55555/oajea.2026.5001.010
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Research Articles
Analysis of Self-Compacting Concrete using Transfer Learning
Haruto Hossain, Yusuf Nakamura, Farhana Uddin, Chinedu Patel
pp. 227-250 https://doi.org/10.55555/oajea.2026.5001.011
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Research Articles
Modelling High-Entropy Alloys with Random Forest Regression
Ngozi Sen, Sofia Bianchi, Shakil Morales
pp. 251-267 https://doi.org/10.55555/oajea.2026.5001.012
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Research Articles
Discrete Element Modeling for Municipal Solid Waste Leachate
Imran Li, Nusrat Wang, Ashraful Sen
pp. 268-293 https://doi.org/10.55555/oajea.2026.5001.013
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Research Articles
Analysis of RF Energy Harvesting using Accelerated Life Testing
Sadia Karimi
pp. 294-321 https://doi.org/10.55555/oajea.2026.5001.014
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Research Articles
Molecular Dynamics Simulation Applied to Membrane Distillation
Camila Suzuki, Niklas Al-Farsi, Mahmud Haddad
pp. 322-340 https://doi.org/10.55555/oajea.2026.5001.015
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Research Articles
Irrigation Canal Seepage using LSTM Networks
Ahmed Bianchi, Shakil Sultana, Rezaul Rahimi, Layla Khan
pp. 341-366 https://doi.org/10.55555/oajea.2026.5001.016
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Research Articles
Experimental Study of River Morphological Change
Ji-woo Al-Farsi, Camila Chowdhury, Elena Mondal
pp. 367-390 https://doi.org/10.55555/oajea.2026.5001.017
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Research Articles
Modelling Membrane Distillation with Taguchi Design of Experiments
Hyun-woo Mahmoud
pp. 391-409 https://doi.org/10.55555/oajea.2026.5001.018
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Research Articles
Molecular Dynamics Simulation for Fractional-Order Control Systems: Theory and Application
Jing Lee, Marco Andersson
pp. 410-433 https://doi.org/10.55555/oajea.2026.5001.019
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Research Articles
Reinforcement Learning for Steel-Concrete Composite Columns
Lessons from a Pilot Deployment
Sofia Wu, Shakil Gupta, Lukas Hassan, Lukas Nasser
pp. 434-460 https://doi.org/10.55555/oajea.2026.5001.020
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Research Articles
Self-Healing Polymers: From Laboratory to Field
Ashraful Islam, Elena Kim
pp. 461-477 https://doi.org/10.55555/oajea.2026.5001.021
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Research Articles
Particle Swarm Optimization Applied to Reinforced Concrete Beams
Sabbir Nasser, Sharmin Islam
pp. 478-492 https://doi.org/10.55555/oajea.2026.5001.022
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Research Articles
Catalytic Pyrolysis of Waste Plastics
Toward Sustainable Design
Sadia Haddad, Thabo Novak
pp. 493-519 https://doi.org/10.55555/oajea.2026.5001.023
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Research Articles
Modelling Constructed Wetlands with Genetic Algorithms
Lukas Fernandez, Chen Silva
pp. 520-538 https://doi.org/10.55555/oajea.2026.5001.024
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Research Articles
Fuzzy Logic Control for Tribological Coatings
Chen Kim, Chinedu Zhao, Lukas Morales
pp. 539-561 https://doi.org/10.55555/oajea.2026.5001.025
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Research Articles
Modelling Federated Learning with Reinforcement Learning
Omar Haddad, Niklas Mensah
pp. 562-585 https://doi.org/10.55555/oajea.2026.5001.026
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Research Articles
RF Energy Harvesting using Statistical Process Control
Chen Al-Farsi, Li Patel, Chen Bose, Santiago Silva
pp. 586-610 https://doi.org/10.55555/oajea.2026.5001.027
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Research Articles
Experimental Study of Irrigation Canal Seepage
Xiaoming Fernando, Sofia Sharma, Elena Lee
pp. 611-633 https://doi.org/10.55555/oajea.2026.5001.028
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Research Articles
Analysis of Irrigation Canal Seepage using Transfer Learning
Rezaul Zhao, Fatima Garcia, Ji-woo Mondal
pp. 634-655 https://doi.org/10.55555/oajea.2026.5001.029
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Research Articles
Analysis of Municipal Solid Waste Leachate using Controlled Field Experiments
Li Li, Xiaoming Nkosi, Rifat Uddin, Nusrat Fernando
pp. 656-672 https://doi.org/10.55555/oajea.2026.5001.030
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Review Articles

Review Articles
Reinforcement Learning Applied to CO2 Capture Solvents
Min-jun Haque, Niklas Islam, Sofia Zhang, Min-jun Nielsen
pp. 673-700 https://doi.org/10.55555/oajea.2026.5001.031
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Review Articles
Bayesian Optimization Applied to 5G Network Slicing
Layla Roy, Chen Uddin
pp. 701-721 https://doi.org/10.55555/oajea.2026.5001.032
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Review Articles
CMOS Image Sensors
Modeling and Simulation Results
Ngozi Siddique, Elena Akter
pp. 722-746 https://doi.org/10.55555/oajea.2026.5001.033
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Review Articles
Analysis of Lithium-Ion Battery Degradation using Support Vector Machines
Ngozi Reddy, Li Zhao, Sharmin Karim, Ngozi Andersson
pp. 747-778 https://doi.org/10.55555/oajea.2026.5001.034
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Review Articles
Experimental Study of RF Energy Harvesting
Zainab Islam, Santiago Garcia, Ahmed Bianchi
pp. 779-802 https://doi.org/10.55555/oajea.2026.5001.035
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Review Articles
On Solar Photovoltaic Inverters
Hassan Reddy, Farhana Uddin
pp. 803-836 https://doi.org/10.55555/oajea.2026.5001.036
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Case Studies

Case Studies
Wavelet Transform Analysis for Additive Manufacturing of Titanium Alloys
Valentina Morales, Hyun-woo Schneider
pp. 837-847 https://doi.org/10.55555/oajea.2026.5001.037
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Case Studies
Municipal Solid Waste Leachate: A Low-Cost Solution
Mahmud Akter
pp. 848-866 https://doi.org/10.55555/oajea.2026.5001.038
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Case Studies
Wind Turbine Generator Faults: From Laboratory to Field
Ashraful Morales
pp. 867-883 https://doi.org/10.55555/oajea.2026.5001.039
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Case Studies
Surrogate Modeling for Bridge Structural Health Monitoring
Mateo Sharma, Valentina Adeyemi, Omar Ivanov, Hassan Suzuki
pp. 884-902 https://doi.org/10.55555/oajea.2026.5001.040
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Case Studies
Catalytic Pyrolysis of Waste Plastics
A Comparative Study
Niklas Park
pp. 903-912 https://doi.org/10.55555/oajea.2026.5001.041
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Case Studies
Experimental Study of Graphene Oxide Nanocomposites
Farhana Sarker
pp. 913-925 https://doi.org/10.55555/oajea.2026.5001.042
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Short Communications

Short Communications
Particle Swarm Optimization for CO2 Capture Solvents
Fatima Chowdhury
pp. 926-933 https://doi.org/10.55555/oajea.2026.5001.043
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Short Communications
RF Energy Harvesting
A Machine Learning Approach
Jing Lee, Yusuf Khan
pp. 934-937 https://doi.org/10.55555/oajea.2026.5001.044
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Short Communications
Reinforced Concrete Beams using Random Forest Regression
Anika Novak
pp. 938-944 https://doi.org/10.55555/oajea.2026.5001.045
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Short Communications
Modelling Smart Grid Demand Response with Statistical Process Control
Sofia Nasser, Mahmud Rahman, Nusrat Hassan
pp. 945-949 https://doi.org/10.55555/oajea.2026.5001.046
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Short Communications
Analysis of Blockchain Consensus Protocols using Genetic Algorithms
Fatima Suzuki, Rifat Morales, Omar Patel
pp. 950-953 https://doi.org/10.55555/oajea.2026.5001.047
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Short Communications
Kalman Filtering Applied to Federated Learning
Yuki Nielsen, Diego Okafor, Valentina Wang
pp. 954-960 https://doi.org/10.55555/oajea.2026.5001.048
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Short Communications
Discrete Element Modeling Applied to Lithium-Ion Battery Degradation
Farhana Nair, Thabo Novak, Santiago Uddin
pp. 961-964 https://doi.org/10.55555/oajea.2026.5001.049
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Editorials

Editorials
Analysis of Fluidized Bed Reactors using Transfer Learning
Niklas Fernandez, Anika Mahmoud
pp. 965-967 https://doi.org/10.55555/oajea.2026.5001.050
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