Diyala Journal of Engineering Sciences Vol. 18, No 3, September 2025

View Diyala Journal of Engineering Sciences Vol. 18, No 3, September 2025

Published: 2025-09-01

Review Articles

Balancing Privacy and Performance: Federated Learning with Differential Privacy for Real-Time, Resilient Healthcare AI

Md Mahfuzur Rahman, Mst Sumya Yeasmin, Lamia Kabir, Tarek Abedin, MD Helal Uddin, Monowar Mahmud, Atiqur Rahman, Mohammad Nur-E-Alam , Md. Rokonuzzaman

1-21
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Original Articles

Analyzing the Influence of SiO₂ Buried Layer Thickness and Positioning on the Performance of 20 nm N-MOSFETs

Aemen Al-Yozabakee, Qais Th. Algwari

22-36
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Performance Prediction in Wire EDM Using Statistical and ML Techniques

MOHD RAFEEQ, Saad Parvez

48-67
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Deep Learning-Based Detection, Segmentation, and Quantification of Asphalt Pavement Cracks

Shemeam T.Muhey, Sinan A. Naji

68-87
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Interpretable AI-Based Prediction of Elastic Modulus in Bamboo-Reinforced Polypropylene Using Mori–Tanaka and Neural Networks

SAMEH FUQAHA, guntur nugroho, Ahmad Zaki

104-123
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A Portable AI-Driven Edge Solution for Automated Plant Disease Detection

Adel Jalal Yousif, Fadhil Kadhem Zaidan, Nebras Jalel Ibrahim

124-135
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Effect of Coating Time of Electrophoretic Deposition of Hydroxyapatite-Chitosan-Magnesium Oxide Coatings on Ti-6Al-4V Alloys

Anees Kadhim Tayyeh, Ahmed Hasan

136-147
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Family Membership Detection from Palm-Skin Texture Using Transfer Learning: A New Kinship Approach

Mazin H. Aziz

148-161
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Transient Simulation of a Permanent Magnet Synchronous Motor utilizing V/f control aligned with the Park transform

Mohammed S. Hasan, Assama S. Jafar , Ahmed I Jabber

162-177
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A Privacy-Preserving E-Voting System using Federated Learning and CNNs for Secure Fingerprint and Biometric Verification

Wisam Ali Mahmood, Jumana Waleed, Ayad R. Abbas

178-194
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Performance Analysis of Solar Air Heaters with Dimpled Roughness in Equilateral Triangular Ducts

Hadeel Ahmed, Ammar A. Farhan

195-210
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Behavior of Deep Beams under Three-Point Loading – A Nonlinear Finite Element Investigation

Nawras Thamer, Khattab S. Abdul-Razzaq

211-224
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Prediction of Daily Temperature Patterns in Iraq Using Deep Learning Models

Mustafa S Mustafa, Basma A.M. Al-Jawadi

225-246
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