Faculty Profile

Dr Nauman Munir

Assistant Professor

School of Engineering

Department of Industrial Engineering

 : [email protected]     : 3687   

I have done my PhD from Sungkyunkwan University, South Korea where I worked at Center of Advanced Non-Destructive Evaluation (CANDE) for 5 years. Moreover, I have 10 years of academic experience and my area of interest is application of deep learning with particular focus on Mechanical Systems and Management Sciences.

  • Artificial Intelligence
  • Data Analytics
  • Deep Learning based Prediction Models
  • Non Destructive Evaluation
  • Ultrasonics
  • Development of Ultrasonic Crack Signal Analysis Techniques based on Artificial Intelligence
  • Artificial Intelligence Based System for UT and PAUT Evaluation
Publication Type Title Journal Name Impact Factor Year of Publication
International Publications with impact factor (2.0 and above) Single-Phase Auto-Reclosing Scheme using Particle Filter and Convolutional Neural Network IEEE Transactions on Power Delivery 4.825 2022
International Publications with impact factor (2.0 and above) Non-Contact Detection of Railhead Defects and Their Classification by Using Convolutional Neural Network Optik 2.840 2022
International Publications with impact factor (less than 2.0) / JCR / SJR Discrimination of Poor Electrode Junctions within Lithium-Ion Batteries by Ultrasonic Measurement and Deep Learning Batteries 5.938 2022
International Publications with impact factor (2.0 and above) Performance enhancement of convolutional neural network for ultrasonic flaw classification by adopting autoencoder NDT & E International 4.683 2020
International Publications with impact factor (2.0 and above) Convolutional neural network for ultrasonic weldment flaw classification in noisy conditions Ultrasonics 4.062 2019
International Publications with impact factor (2.0 and above) MRPC eddy current flaw classification in tubes using deep neural networks Nuclear Engineering and Technology 2.817 2019
International Publications with impact factor (less than 2.0) / JCR / SJR Lamb Wave Flaw Classification in Al Plates Using Time Reversal and Deep Neural Networks Journal of the Korean Physical Society 0.657 2019
International Publications with impact factor (less than 2.0) / JCR / SJR Investigation of deep neural network with drop out for ultrasonic flaw classification in weldments Journal of Mechanical Science and Technology 1.810 2018
International Publications with impact factor (less than 2.0) / JCR / SJR Tracking of non-linearity growth caused by imbalance using Hilbert transform Insight-Non-Destructive Testing and Condition Monitoring 1.095 2017
Degree Name & Area Year University City,Country
PhD Mechanical Engineering Sungkyunkwan University South Korea
MS Mechanical Design Engineering UET, Lahore Pakistan
Position Start Date End Date
Assistant Professor 20-09-2021 Present
Research Assistant (SKKU Korea) 01-09-2016 25-08-2021
Lecturer 01-05-2016 31-08-2016
Lab Engineer Cum Lecturer 19-02-2012 05-12-2016
  • Pakistan Engineering Council
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