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A Review of Human-Powered Energy Harvesting for Smart Electronics: Recent Progress and Challenges

Khalid, Salman; Raouf, Izaz; Khan, Asif; Kim, Nayeon; Kim, Heung Soo

ArticleIssue Date2019CitationINTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING-GREEN TECHNOLOGY, v.6, no.4, pp 821 - 851PublisherKOREAN SOC PRECISION ENG
SCIESCOPUS
A review on numerical modeling for magnetic nanoparticle hyperthermia: Progress and challengesopen access

Raouf, Izaz; Khalid, Salman; Khan, Asif; Lee, Jaehun; Kim, Heung Soo; Kim, Min-Ho

ArticleIssue Date2020CitationJOURNAL OF THERMAL BIOLOGY, v.91PublisherPERGAMON-ELSEVIER SCIENCE LTD
SCIESCOPUSKCI
A Systematic Review of Prognostics and Health Management in Mobility Batteriesopen access

Kumar, Prashant; Tanveer, Mohad; Park, Kyutae; Raouf, Izaz; Kim, Heung Soo

ArticleIssue Date2026CitationInternational Journal of Precision Engineering and Manufacturing-Green Technology, v.13, no.1, pp 257 - 280Publisher한국정밀공학회
SCIESCOPUS
Advancements and challenges in anti-reflective coatings: A comprehensive reviewopen access

Song, Jinwoo; Kumar, Prashant; Raouf, Izaz; Kim, Heung Soo

ArticleIssue Date2025CitationJournal of Materials Research and Technology, v.39, pp 2926 - 2938PublisherELSEVIER
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
Advances in Fault Detection and Diagnosis for Thermal Power Plants: A Review of Intelligent Techniquesopen access

Khalid, Salman; Song, Jinwoo; Raouf, Izaz; Kim, Heung Soo

ArticleIssue Date2023CitationMathematics, v.11, no.8, pp 1 - 28PublisherMDPI
SCIESCOPUSKCI
Advances in Prognostics and Health Management for Aircraft Landing Gear-Progress, Challenges, and Future Possibilities

Raouf, Izaz; Kumar, Prashant; Cheon, Yubin; Tanveer, Mohad; Jo, Soo-Ho; Kim, Heung Soo

ArticleIssue Date2025CitationInternational Journal of Precision Engineering and Manufacturing-Green Technology, v.12, no.1, pp 301 - 320Publisher한국정밀공학회
SCIESCOPUS
Autonomous assessment of delamination in laminated composites using deep learning and data augmentationopen access

Khan, Asif; Raouf, Izaz; Noh, Yeong Rim; Lee, Daun; Sohn, Jung Woo; Kim, Heung Soo

ArticleIssue Date2022CitationComposite Structures, v.290, pp 1 - 18PublisherElsevier BV
SCIESCOPUS
Autonomous Assessment of Delamination Using Scarce Raw Structural Vibration and Transfer Learningopen access

Khan, Asif; Khalid, Salman; Raouf, Izaz; Sohn, Jung-Woo; Kim, Heung-Soo

ArticleIssue Date2021CitationSENSORS, v.21, no.18PublisherMDPI
SCIESCOPUSKCI
Comprehensive Analysis of Current Developments, Challenges, and Opportunities for the Health Assessment of Smart Factory

Raouf, Izaz; Kumar, Prashant; Khalid, Salman; Kim, Heung Soo

ArticleIssue Date2025CitationInternational Journal of Precision Engineering and Manufacturing-Green Technology, v.12, no.4, pp 1321 - 1338Publisher한국정밀공학회
SCIESCOPUS
Deep learning-based fault diagnosis of servo motor bearing using the attention-guided feature aggregation network

Raouf, Izaz; Kumar, Prashant; Kim, Heung Soo

ArticleIssue Date2024CitationExpert Systems with Applications, v.258, pp 1 - 10PublisherElsevier Ltd.
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
SCIESCOPUSKCI
Mechanical fault detection based on machine learning for robotic RV reducer using electrical current signature analysis: a data-driven approachopen access

Raouf, Izaz; Lee, Hyewon; Kim, Heung Soo

ArticleIssue Date2022CitationJournal of Computational Design and Engineering, v.9, no.2, pp 417 - 433Publisher한국CDE학회
SCIESCOPUS
Multi-size wide kernel convolutional neural network for bearing fault diagnosis

Kumar, Prashant; Raouf, Izaz; Song, Jinwoo; Prince; Kim, Heung Soo

ArticleIssue Date2024CitationAdvances in Engineering Software, v.198, pp 1 - 9PublisherELSEVIER SCI LTD
SCIESCOPUS
Numerical Investigation of Ferrofluid Preparation during In-Vitro Culture of Cancer Therapy for Magnetic Nanoparticle Hyperthermiaopen access

Raouf, Izaz; Gas, Piotr; Kim, Heung Soo

ArticleIssue Date2021CitationSENSORS, v.21, no.16PublisherMDPI
SCIESCOPUS
Parametric investigations of magnetic nanoparticles hyperthermia in ferrofluid using finite element analysis

Raouf, Izaz; Lee, Jaehun; Kim, Heung Soo; Kim, Min-Ho

ArticleIssue Date2021CitationINTERNATIONAL JOURNAL OF THERMAL SCIENCES, v.159PublisherELSEVIER FRANCE-EDITIONS SCIENTIFIQUES MEDICALES ELSEVIER
SCIESCOPUSKCI
Prognostic health management of the robotic strain wave gear reducer based on variable speed of operation: a data-driven via deep learning approachopen access

Raouf, Izaz; Lee, Hyewon; Noh, Yeong Rim; Youn, Byeng Dong; Kim, Heung Soo

ArticleIssue Date2022CitationJournal of Computational Design and Engineering, v.9, no.5, pp 1775 - 1788Publisher한국CDE학회
SCIESCOPUS
Prognostics and Health Management of the Robotic Servo-Motor under Variable Operating Conditionsopen access

Lee, Hyewon; Raouf, Izaz; Song, Jinwoo; Kim, Heung Soo; Lee, Soobum

ArticleIssue Date2023CitationMathematics, v.11, no.2, pp 1 - 17PublisherMDPI
SCIESCOPUS
Review on prognostics and health management in smart factory: From conventional to deep learning perspectivesopen access

Kumar, Prashant; Raouf, Izaz; Kim, Heung Soo

ArticleIssue Date2023CitationEngineering Applications of Artificial Intelligence, v.126, pp 1 - 18PublisherElsevier Ltd
SCIESCOPUS
Rotate Vector (RV) Reducer Fault Detection and Diagnosis System: Towards Component Level Prognostics and Health Management (PHM)open access

Rohan, Ali; Raouf, Izaz; Kim, Heung Soo

ArticleIssue Date2020CitationSENSORS, v.20, no.23, pp 1 - 31PublisherMDPI
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