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

Published: 2025-09-01

Original Articles

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

Aemen Al-Yozbakee, Qais Th. Algwari

22-36
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Predict settlement of soft clay soil treated with temperature using Deep Neural Network

Qasim A. Aljanabi, Saad Sh. Sammen, Ozgur Kisi

37-47
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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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Evaluation of Biochar derived from partial pyrolysis of Chara Algae for adsorption of lead and copper from aqueous solutions A

Saja A. Ismael, Salah N. Farhan

88-103
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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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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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Diyala Journal of Engineering Sciences Vol. 18, No 3, September 2025

Original Articles

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

Predict settlement of soft clay soil treated with temperature using Deep Neural Network

Performance Prediction in Wire EDM Using Statistical and ML Techniques

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

Evaluation of Biochar derived from partial pyrolysis of Chara Algae for adsorption of lead and copper from aqueous solutions A

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

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

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

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

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

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

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

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

Prediction of Daily Temperature Patterns in Iraq Using Deep Learning Models

Review Articles

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

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