Rana Talal Ahmad Khan

Biographical Information

Rana Talal Ahmad Khan received his B.E. degree in Mechanical Engineering from NUST, College of EME, Pakistan, in 2023. He is now a research assistant in the Department of Mechanical, Robotics, and Energy Engineering at Dongguk University, Seoul, Korea. 

• MS-Ph.D. Integrated (2025 - Present) Mechanical Engineering, Dongguk University, Seoul, Korea

• B.E ( 2019 - 2023 ), Mechanical Engineering, NUST College of EME , Pakistan 

Academic Experience

• March 2025 to Present: Research Assistant at Dongguk University, Seoul, Korea

Research Interests  

• Physics Informed Neural Networks (PINN)

• Structural Health Monitoring (SHM)

• Prognostics and Health Management (PHM)

International Journal Publications

1. M. Tanveer, M. H. Yazdani, R. T. A. Khan, and H. S. Kim, "Real-Time AI-Driven Prognostics and Health Management in Robotics." Applied Sciences (2026). https://doi.org/10.3390/app16073441. (SCIE | Q2 | IF: 2.5 | JCR Ranking 28 %)

National/International Conference

1. R.T.A Khan, M.M. Azad, C.I. Kim, and H.S. Kim, “Physics-Informed neural network approach for lipid membrane morphology analysis.” 3rd International Conference on Emerging Technologies (ETME) 2025. Dec 10 - Dec 12, 2025, High1 Grand Hotel Convention Tower, Jeongseon, Republic of Korea.(International Conference)

2. R. T. A. Khan, M. H. Yazdani, M. M. Azad, and H. S. Kim, “Machine Learning-based Prognostics and Health Management for Industrial Robots.” PHM Korea 2025 Annual Conference. June 23 - June 25, 2025, Booyoung Hotel, Jeju, Republic of Korea.

3. M. S. Raja, M. H. Yazdani, R. T. A. Khan, M. H. Riaz, Y. R. Awan and H. A. Saeed, "Friction Stir Welding of Dissimilar Aluminum Alloys: Process Parameters and Joint Characterization," 4th International Conference on Digital Futures and Transformative Technologies (ICoDT2) 2024, Oct 15 - Oct 16, 2024, National University of Sciences and Technology (NUST), Sector H-12, Islamabad, Pakistan.

4. H. Sohail; M. H. Yazdani.; R. T. A. Khan. Searching Heuristically Optimal Path Using a New Technique of Bug0 Algorithm in Swarm Robotics. 2nd International Conference on Modern Technologies in Mechanical & Materials Engineering (MTME) 2024, Apr 20, 2024, Ghulam Ishaq Khan Institute of Engineering Sciences and Technology (GIKI), Swabi, Pakistan.