College of Electrical & Mechanical Engineering
Faculty Muhammad Muzammil Azad

Muhammad Muzammil Azad

Assistant Professor
Summary

Muhammad Muzammil Azad is an Assistant Professor at CEME, NUST, Pakistan. Before joining NUST, he served as a Postdoctoral Researcher and later as an Assistant Professor in the Department of Mechanical, Robotics, and Energy Engineering at Dongguk University, Seoul, South Korea, during Spring and Fall 2025, respectively. He earned his Ph.D. in Mechanical Engineering from Dongguk University in February 2025. Prior to that, he completed his bachelor’s degree (2018) and master’s degree (2021) in Mechanical Engineering from HITEC University, Taxila, Pakistan. His research spans interdisciplinary areas of mechanical engineering, composite structures, and artificial intelligence (AI). Dr. Muzammil has authored over 100 conference and journal publications and has received several awards from conferences and engineering societies for his contributions to the field, particularly through his Ph.D. research.

Academic Background
PhD (Vibration Control and Automation) Dongguk University, Seoul March 01, 2021 - February 13, 2025
Honours and Awards
Publications
Noise-robust damage quantification in laminated composite structures using hybrid transformer and convolutional neural network September 01, 2026 Advanced Engineering Informatics - Volume 74, Part C, Article Number 104778
Advancements in Computational Methods for Intelligent Prognostics and Health Management of Power Transformers August 01, 2026 Archives of Computational Methods in Engineering - Volume:33, Issue:6, Page:8443-8479
Parallel kernel deep learning model for damage quantification in laminated composites July 01, 2026 Advances in Engineering Software - Volume:218, Article Number 104168
Circular valorization of agricultural, industrial, and post-consumer waste into fiber-reinforced composites for environmental sustainability June 15, 2026 Environmental Research - Volume:299, Article Number 124287
Transformer with multi-head attention mechanism for bearing fault detection May 01, 2026 Applied Soft Computing - Volume:194, Article Number 114980
Evolution of computational approaches for engine structural integrity in life cycle management: From traditional methods to digital twin technology March 11, 2026 Journal of Computational Design and Engineering - Volume:13, Issue:3, Page:331-356
Generative Design for Engineering Applications: A State-of-the-Art Review January 01, 2026 Archives of Computational Methods in Engineering - Volume:33, Issue:1, Page:53-79
Physics-guided graph convolutional network for damage severity and zone identification in industrial composites November 01, 2025 Advanced Engineering Informatics - Volume 68, Part B, Article Number 103701
An integrated multi-task transfer learning for damage detection, localization, and severity assessment of laminated composite plate November 01, 2025 Composite Structures - Volume:371, Article Number 119478
Estimation of Vibration-Induced Fatigue Damage in a Tracked Vehicle Suspension Arm at Critical Locations Under Real-Time Random Excitations † April 01, 2025 Machines - Volume:13, Issue:4, Article Number 257
Conferences
Assistant Professor Dongguk University September 01, 2025 - January 25, 2026
Post Doctoral Researcher Dongguk University March 01, 2025 - August 31, 2025
Graduate Research Assistant Dongguk University March 01, 2021 - February 28, 2025