| A review of human-powered energy harvesting for smart electronics: recent progress and challenges S Khalid, I Raouf, A Khan, N Kim, HS Kim International Journal of Precision Engineering and Manufacturing-Green …, 2019 | 203 | 2019 |
| A review on numerical modeling for magnetic nanoparticle hyperthermia: Progress and challenges I Raouf, S Khalid, A Khan, J Lee, HS Kim, MH Kim Journal of thermal biology 91, 102644, 2020 | 100 | 2020 |
| Mechanical fault detection based on machine learning for robotic RV reducer using electrical current signature analysis: A data-driven approach I Raouf, H Lee, HS Kim Journal of Computational Design and Engineering 9 (2), 417-433, 2022 | 79 | 2022 |
| Rotate vector (RV) reducer fault detection and diagnosis system: Towards component level prognostics and health management (PHM) A Rohan, I Raouf, HS Kim Sensors 20 (23), 6845, 2020 | 43 | 2020 |
| Autonomous assessment of delamination in laminated composites using deep learning and data augmentation A Khan, I Raouf, YR Noh, D Lee, JW Sohn, HS Kim Composite Structures 290, 115502, 2022 | 39 | 2022 |
| Sensor-based prognostic health management of advanced driver assistance system for autonomous vehicles: A recent survey I Raouf, A Khan, S Khalid, M Sohail, MM Azad, HS Kim Mathematics 10 (18), 3233, 2022 | 32 | 2022 |
| Prognostic health management of the robotic strain wave gear reducer based on variable speed of operation: A data-driven via deep learning approach I Raouf, H Lee, YR Noh, BD Youn, HS Kim Journal of Computational Design and Engineering 9 (5), 1775-1788, 2022 | 30 | 2022 |
| Numerical investigation of ferrofluid preparation during in-vitro culture of cancer therapy for magnetic nanoparticle hyperthermia I Raouf, P Gas, HS Kim Sensors 21 (16), 5545, 2021 | 30 | 2021 |
| Advances in fault detection and diagnosis for thermal power plants: A review of intelligent techniques S Khalid, J Song, I Raouf, HS Kim Mathematics 11 (8), 1767, 2023 | 27 | 2023 |
| Parametric investigations of magnetic nanoparticles hyperthermia in ferrofluid using finite element analysis I Raouf, J Lee, HS Kim, MH Kim International Journal of Thermal Sciences 159, 106604, 2021 | 25 | 2021 |
| Transfer learning-based intelligent fault detection approach for the industrial robotic system I Raouf, P Kumar, H Lee, HS Kim Mathematics 11 (4), 945, 2023 | 24 | 2023 |
| Autonomous assessment of delamination using scarce raw structural vibration and transfer learning A Khan, S Khalid, I Raouf, JW Sohn, HS Kim Sensors 21 (18), 6239, 2021 | 23 | 2021 |
| Prognostics and health management of the robotic servo-motor under variable operating conditions H Lee, I Raouf, J Song, HS Kim, S Lee Mathematics 11 (2), 398, 2023 | 20 | 2023 |
| Intelligent computational methods for damage detection of laminated composite structures for mobility applications: a comprehensive review MM Azad, Y Cheon, I Raouf, S Khalid, HS Kim Archives of Computational Methods in Engineering, 1-29, 2024 | 19 | 2024 |
| Review on prognostics and health management in smart factory: From conventional to deep learning perspectives P Kumar, I Raouf, HS Kim Engineering Applications of Artificial Intelligence 126, 107126, 2023 | 19 | 2023 |
| Deep learning-based fault diagnosis of servo motor bearing using the attention-guided feature aggregation network I Raouf, P Kumar, HS Kim Expert Systems with Applications 258, 125137, 2024 | 14 | 2024 |
| Transfer learning for servomotor bearing fault detection in the industrial robot P Kumar, I Raouf, HS Kim Advances in Engineering Software 194, 103672, 2024 | 12 | 2024 |
| Effect of cross-sectional geometry on hydrothermal behavior of microchannel heat sink F Ahmad, F Ahmed, H Ali, Z Rehman, M Suleman, I Raouf Journal of Non-Equilibrium Thermodynamics 47 (3), 269-287, 2022 | 9 | 2022 |
| Advances in prognostics and health management for aircraft landing gear—progress, challenges, and future possibilities I Raouf, P Kumar, Y Cheon, M Tanveer, SH Jo, HS Kim International Journal of Precision Engineering and Manufacturing-Green …, 2025 | 7 | 2025 |
| Multi-size wide kernel convolutional neural network for bearing fault diagnosis P Kumar, I Raouf, J Song, HS Kim Advances in Engineering Software 198, 103799, 2024 | 3 | 2024 |
Heung Soo KimProfessor of Mechanical Engineering, Dongguk UniversityVerified email at dgu.edu