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Showing results 1 to 20 of 20

SCIESCOPUS
A Comprehensive Review of Emerging Trends in Aircraft Structural Prognostics and Health Managementopen access

Khalid, Salman; Song, Jinwoo; Azad, Muhammad Muzammil; Elahi, Muhammad Umar; Lee, Jaehun; Jo, Soo-Ho; Kim, Heung Soo

ArticleIssue Date2023CitationMathematics, v.11, no.18, pp 1 - 42PublisherMDPI
SCIESCOPUSKCI
A Review of Physics-based Models in Prognostics and Health Management of Laminated Composite Structuresopen access

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

ArticleIssue Date2023CitationInternational Journal of Precision Engineering and Manufacturing-Green Technology, v.10, no.6, pp 1615 - 1635Publisher한국정밀공학회
SCIESCOPUS
A Review on Traditional and Artificial Intelligence-Based Preservation Techniques for Oil Painting Artworksopen access

Khalid, Salman; Azad, Muhammad Muzammil; Kim, Heung Soo; Yoon, Yanggi; Lee, Hanhyoung; Choi, Kwang-Soon; Yang, Yoonmo

ArticleIssue Date2024CitationGels, v.10, no.8, pp 1 - 35PublisherMDPI AG
SCIESCOPUS
Autonomous data-driven delamination detection in laminated composites with limited and imbalanced dataopen access

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

ArticleIssue Date2024CitationAlexandria Engineering Journal, v.107, pp 770 - 785PublisherElsevier B.V.
SCIESCOPUS
Damage Localization and Severity Assessment in Composite Structures Using Deep Learning Based on Lamb Wavesopen access

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

ArticleIssue Date2024CitationSensors, v.24, no.24, pp 1 - 15PublisherMDPI
SCIESCOPUS
Data-driven surrogate modeling for global sensitivity analysis and the design optimization of medical waste shredding systemsopen access

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

ArticleIssue Date2023CitationAlexandria Engineering Journal, v.82, pp 69 - 81PublisherElsevier B.V.
SCIESCOPUS
Deep Learning-Based Microscopic Damage Assessment of Fiber-Reinforced Polymer Compositesopen access

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

ArticleIssue Date2024CitationMaterials, v.17, no.21, pp 1 - 16PublisherMDPI
SCIESCOPUS
Delamination Detection Framework for the Imbalanced Dataset in Laminated Composite Using Wasserstein Generative Adversarial Network-Based Data Augmentationopen access

Kim, Sungjun; Azad, Muhammad Muzammil; Song, Jinwoo; Kim, Heungsoo

ArticleIssue Date2023CitationApplied Sciences, v.13, no.21, pp 1 - 17PublisherMDPI
SCIESCOPUS
Delamination detection in CFRP laminates using deep transfer learning with limited experimental dataopen access

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

ArticleIssue Date2024CitationJournal of Materials Research and Technology, v.29, pp 3024 - 3035PublisherElsevier Editora Ltda
Design Optimization and Metamodel-based Sensitivity Analysis of Various Capacity Sterilization Shredder

Kim, Dohoon; Azad, Muhammad Muzammil; Kim, Heung Soo; Chung, Jae-Hyun

ArticleIssue Date2024CitationAIAA SCITECH 2024 FORUMPublisherAmerican Institute of Aeronautics and Astronautics
SCIESCOPUS
Failure modes and non-destructive testing techniques for fiber-reinforced polymer compositesopen access

Azad, Muhammad Muzammil; Jung, Jaehyun; Elahi, Muhammad Umar; Sohail, Muhammad; Kumar, Prashant; Kim, Heung Soo

ArticleIssue Date2024CitationJournal of Materials Research and Technology, v.33, pp 9519 - 9537PublisherElsevier Editora Ltda
SCIESCOPUS
Finite element modelling of interacting indentation, flexural, and delamination damage in lap joints of compositesopen access

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

ArticleIssue Date2024CitationMechanics of Advanced Materials and Structures, v.33, no.1PublisherTAYLOR & FRANCIS INC
SCIESCOPUS
Hybrid deep convolutional networks for the autonomous damage diagnosis of laminated composite structures

Azad, Muhammad Muzammil; Kim, Heung Soo

ArticleIssue Date2024CitationComposite Structures, v.329, pp 1 - 14PublisherElsevier BV
SCIESCOPUS
Intelligent structural health monitoring of composite structures using machine learning, deep learning, and transfer learning: a review

Azad, Muhammad Muzammil; Kim, Sungjun; Cheon, Yu Bin; Kim, Heung Soo

ArticleIssue Date2024CitationAdvanced Composite Materials, v.33, no.2, pp 162 - 188PublisherTAYLOR & FRANCIS LTD
SCIESCOPUS
Real-World Steam Powerplant Boiler Tube Leakage Detection Using Hybrid Deep Learningopen access

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

ArticleIssue Date2024CitationMathematics, v.12, no.24, pp 1 - 16PublisherMDPI
SCIESCOPUS
Recent Advancements in Guided Ultrasonic Waves for Structural Health Monitoring of Composite Structuresopen access

Tanveer, Mohad; Elahi, Muhammad Umar; Jung, Jaehyun; Azad, Muhammad Muzammil; Khalid, Salman; Kim, Heung Soo

ArticleIssue Date2024CitationApplied Sciences, v.14, no.23, pp 1 - 22PublisherMDPI
SCIESCOPUS
Sensor-Based Prognostic Health Management of Advanced Driver Assistance System for Autonomous Vehicles: A Recent Surveyopen access

Raouf, Izaz; Khan, Asif; Khalid, Salman; Sohail, Muhammad; Azad, Muhammad Muzammil; Kim, Heung Soo

ArticleIssue Date2022CitationMathematics, v.10, no.18, pp 1 - 26PublisherMDPI
SCIESCOPUS
Structural Health Monitoring of Laminated Composites Using Lightweight Transfer Learningopen access

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

ArticleIssue Date2024CitationMachines, v.12, no.9, pp 1 - 15PublisherMDPI AG
SCIESCOPUS
Topology Optimization and Fatigue Life Estimation of Sustainable Medical Waste Shredder Bladeopen access

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

ArticleIssue Date2022CitationMathematics, v.10, no.11, pp 1 - 19PublisherMDPI
SCOPUSESCIKCI
대리 모델을 이용한 의료폐기물 멸균분쇄용 파쇄기의 민감도 해석open access

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

ArticleIssue Date2023Citation대한기계학회논문집 A, v.47, no.1, pp 71 - 77Publisher대한기계학회
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