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Showing results 1 to 20 of 20

SCIESCOPUS
A Generalized Autonomous Power Plant Fault Detection Model Using Deep Feature Extraction and Ensemble Machine Learningopen access

Khalid, Salman; Azad, Muhammad Muzammil; Kim, Heung Soo

ArticleIssue Date2025CitationMathematics, v.13, no.3, pp 1 - 19PublisherMDPI
SCIESCOPUS
A Hybrid Deep Transfer Learning Framework for Delamination Identification in Composite Laminatesopen access

Yazdani, Muhammad Haris; Azad, Muhammad Muzammil; Khalid, Salman; Kim, Heung Soo

ArticleIssue Date2025CitationSensors, v.25, no.3, pp 1 - 15PublisherMDPI
A VIBRATION-BASED NOISE-RESISTANT APPROACH FOR DELAMINATION DETECTION IN COMPOSITE STRUCTURESopen access

Azad, Muhammad Muzammil; Jung, Jaehyun; Kim, Heung Soo

ArticleIssue Date2025CitationProceedings of the 31st International Congress on Sound and VibrationPublisherInternational Institute of Acoustics and Vibration
SCIESCOPUS
Advancements in Physics-Informed Neural Networks for Laminated Composites: A Comprehensive Reviewopen access

Khalid, Salman; Yazdani, Muhammad Haris; Azad, Muhammad Muzammil; Elahi, Muhammad Umar; Raouf, Izaz; Kim, Heung Soo

ArticleIssue Date2025CitationMathematics, v.13, no.1, pp 1 - 35PublisherMDPI
SCIESCOPUS
An explainable artificial intelligence-based approach for reliable damage detection in polymer composite structures using deep learning

Azad, Muhammad Muzammil; Kim, Heung Soo

ArticleIssue Date2025CitationPolymer Composites, v.46, no.2, pp 1536 - 1551PublisherJohn Wiley & Sons Inc.
SCIESCOPUS
An integrated multi-task transfer learning for damage detection, localization, and severity assessment of laminated composite plateopen access

Azad, Muhammad Muzammil; Jung, Jaehyun; Kim, Heung Soo; Munyaneza, Olivier; Sohn, Jung Woo; Huang, Bin

ArticleIssue Date2025CitationComposite Structures, v.371, pp 1 - 12PublisherElsevier Ltd.
SCIESCOPUS
Deep learning-based autonomous morphological fracture analysis of fiber-reinforced composites

Azad, Muhammad Muzammil; Shah, Atta ur Rehman; Prabhakar, M. N.; Kim, Heung Soo

ArticleIssue Date2025CitationEngineering Failure Analysis, v.170, pp 1 - 17PublisherElsevier Ltd
SCIESCOPUS
Development and characterization of kevlar and glass fibers reinforced epoxy/vinyl ester hybrid resin compositesopen access

Ahmad, Hammad; Shah, Atta Ur Rehman; Afaq, S. Kamran; Azad, Muhammad Muzammil; Arif, Saad; Siddiqi, Muftooh Ur Rehman; Xie, Lijing

ArticleIssue Date2024CitationPolymer Composites, v.45, no.9, pp 8133 - 8146PublisherWILEY
SCIESCOPUS
Enhancing properties of jute/starch bio-composite material through incorporation of magnesium carbonate hydroxide pentahydrate: A sustainable approachopen access

Zulfiqar, Asim; Shah, Atta ur Rehman; Khalil, Muhammad Saad; Azad, Muhammad Muzammil; Zulfiqar, Yasir; Naseem, Muhammad Shoaib; Song, Jung-Il

ArticleIssue Date2024CitationMaterials Chemistry and Physics, v.314, pp 1 - 11PublisherElsevier B.V.
SCIESCOPUS
Estimation of Vibration-Induced Fatigue Damage in a Tracked Vehicle Suspension Arm at Critical Locations Under Real-Time Random Excitationsopen access

Khan, Ayaz Mahmood; Khalil, Muhammad Shahid; Azad, Muhammad Muzammil

ArticleIssue Date2025CitationMachines, v.13, no.4, pp 1 - 21PublisherMDPI
SCIESCOPUS
Generative Design for Engineering Applications: A State-of-the-Art Review

Tanveer, Mohad; Azad, Muhammad Muzammil; Kim, Dohoon; Khalid, Salman; Kim, Heung Soo

ArticleIssue Date2026CitationArchives of Computational Methods in Engineering, v.33, no.1, pp 53 - 79PublisherSPRINGER
SCIESCOPUS
Intelligent Computational Methods for Damage Detection of Laminated Composite Structures for Mobility Applications: A Comprehensive Review

Azad, Muhammad Muzammil; Cheon, Yubin; Raouf, Izaz; Khalid, Salman; Kim, Heung Soo

ArticleIssue Date2025CitationArchives of Computational Methods in Engineering, v.32, no.1, pp 441 - 469PublisherSPRINGER
SCIESCOPUS
Knee osteoarthritis severity detection using deep inception transfer learning

Sohail, Muhammad; Azad, Muhammad Muzammil; Kim, Heung Soo

ArticleIssue Date2025CitationComputers in Biology and Medicine, v.186, pp 1 - 14PublisherElsevier Ltd
LOCAL DAMAGE ASSESSMENT OF COMPOSITE LAMINATES USING GLOBAL STRUCTURAL VIBRATION RESPONSEopen access

Kim, Heung Soo; Azad, Muhammad Muzammil

ArticleIssue Date2025CitationProceedings of the 31st International Congress on Sound and VibrationPublisherInternational Institute of Acoustics and Vibration
SCIESCOPUS
Mechanics-based deep learning framework for predicting deflection of functionally graded composite plates using an enhanced whale optimization algorithmopen access

Rahmani, Mohamed Cherif; Khatir, Abdelwahhab; Azad, Muhammad Muzammil; Kim, Heung Soo; Firouzi, Nasser; Kumar, Rakesh; Khatir, Samir; Cuong, Le-Thanh

ArticleIssue Date2026CitationMathematics and Mechanics of SolidsPublisherSAGE PUBLICATIONS LTD
SCIESCOPUS
Multi-Feature Extraction and Explainable Machine Learning for Lamb-Wave-Based Damage Localization in Laminated Compositesopen access

Jung, Jaehyun; Azad, Muhammad Muzammil; Kim, Heung Soo

ArticleIssue Date2025CitationMathematics, v.13, no.5, pp 1 - 23PublisherMDPI
SCIESCOPUS
Noise robust damage detection of laminated composites using multichannel wavelet-enhanced deep learning model

Azad, Muhammad Muzammil; Kim, Heung Soo

ArticleIssue Date2025CitationEngineering Structures, v.322, pp 1 - 16PublisherELSEVIER
SCIESCOPUS
Physics-guided graph convolutional network for damage severity and zone identification in industrial compositesopen access

Azad, Muhammad Muzammil; Jung, Jaehyun; Kim, Heung Soo; Munyaneza, Olivier; Sohn, Jung Woo

ArticleIssue Date2025CitationAdvanced Engineering Informatics, v.68, pp 1 - 12PublisherElsevier Ltd
SCIESCOPUS
Transformer with multi-head attention mechanism for bearing fault detectionopen access

Kumar, Prashant; Raouf, Izaz; Azad, Muhammad Muzammil; Kim, Heung Soo

ArticleIssue Date2026CitationApplied Soft Computing, v.194, pp 1 - 10PublisherElsevier Ltd
SCIESCOPUS
Wearable Nanostructured Capacitive Sensors for Multidimensional Intracranial Pressure Monitoring in Sleep Deficiency Assessmentopen access

Lee, Changwoo; Han, Kyungsun; Cheon, Yubin; Kim, Shawn; Li, Tianyi; Cheng, Yu-Jen; Sakthivelpathi, Vigneshwar; Kwon, Younghoon; White, Nathan; Wang, Xu, et al.

ArticleIssue Date2025CitationAdvanced Materials TechnologiesPublisherWiley-VCH GmbH
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