Assistant Professor

Welcome to my homepage

Dr. Yogeshwar Singh Dadwhal

Assistant Professor

  • yogeshwar_singh@diat.ac.in
  • 020-24304082
About me

Dr. Yogeshwar Singh Dadwhal received his M.Tech. Degree in Instrumentation with Distinction from NIT Kurukshetra and Ph.D. degree with Distinction from CSIR-Academy of Scientific and Innovative Research at CSIR-CSIO Chandigarh. He has worked in two different R&D projects, named Underwater Autonomous Vehicle (UnWar) as PA III in collaboration with CSIR-NIO Goa and Collaborative digital diagnosis system (CollabDDS) as Scientist B in collaboration with AIIMS New Delhi and NIC New Delhi. After his graduation B.Tech. in Electronics and Communication Engineering, he served as System Engineer at Infosys Ltd for three years. With years of Interdisciplinary experience, he is presently serving at Defence Institute of Advanced Technology (DIAT), Girinagar, Pune, as Assistant Professor in the Department of Applied Mathematics. Before joining DIAT Pune, he served as Assistant Professor for three years at Shri Mata Vaishno Devi University, Katra J&K. His interests include machine learning, data science, computer vision, imaging, visible, infrared, terahertz, medical, mathematical modelling, computational instrumentation, Narrow Band IoT. He has multiple SCI Publications and is an active IEEE member. He is also a reviewer of Machine Vision and Applications (Springer).

Education

  • B.Tech: Jaypee University of Information Technology, Solan HP
  • M.Tech, NIT Kurukshetra
  • PhD: Academy of Scientific & Innovative Research (AcSIR) at CSIR-CSIO Chandigarh

Research Domain

  • Machine Learning & Deep Learning
  • Data Science
  • Computer Vision and Image Processing
  • Computational Instrumentation
  • AI for Defence & Medical Applications

Professional Experience

  • DIAT, Assistant Professor, 2022-Present

  • SMVDU, Assistant Professor, 2018-2021

  • CSIR-CSIO, SCIENTIST (CollabDDS) & PA III (UnWAR), 2013-2018

  • INFOSYS LTD., SYSTEM ENGINEER, 2008-2011

Research Publications

  • Malhar V., Diksha, R. K. Satapathy, Yogeshwar S. D. (2025). A Comprehensive Empirical Evaluation Of Virtual Sensor Generation Methods For Turbofan Engine Rul Prediction. In: National Conference on Condition Monitoring. NCCM 2025

  • Bibekananda Hati, Yogeshwar Singh Dadwhal. (2025). PyTorchLabFlow: A Local-First Framework for Reproducible Deep Learning Experiments. Journal of Applied Bioanalysis, 11(S6), 538-546. https://doi.org/10.53555/jab.v11si6.1940

  • Diksha, Malhar V., R. K. Satapathy, Yogeshwar S. D. (2025). Deeponet-Based Virtual Sensing For Fault-Tolerant Remaining Useful Life Prediction In Aircraft Engines. In: National Conference on Condition Monitoring. NCCM 2025
  • Parashar, Atul, Deekshita S. Iyer, and Yogeshwar Singh Dadwhal. "From Pixels to Perception: Adversarial Camouflage Patterns Designed to Evade Detection Models and Human Observation." In 2024 IEEE Pune Section International Conference (PuneCon), pp. 1-6. IEEE, 2024.

  • Bhonde, Tejas, Harshita Temare, and Yogeshwar Singh Dadwhal. "Enhanced Object Detection using YOLOv8: Identifying Vehicles and Pedestrians in Urban Environments." In 2024 IEEE Pune Section International Conference (PuneCon), pp. 1-4. IEEE, 2024.

  • Dadwhal, Yogeshwar Singh, Satish Kumar, and H. K. Sardana. "Data-driven skin detection in cluttered search and rescue environments." IEEE Sensors Journal 20.7 (2019): 3697-3708.

  • Dadwhal, Yogeshwar Singh, Satish Kumar, and Harish Kumar Sardana. "Supervised framework for top-down color interest point detection." SN Applied Sciences 2.8 (2020): 1-13.

  • Smart Wireless Temperature Data Logger. VK Sehgal, Nitin 0001, R Sharma, V Hastir… - ESA, 2008

Research Collaboration

  • NIT Rourkela
  • CSIR-CSIO Chandigarh
  • AIIMS New Delhi
  • GTRE-DRDO Bangalore

Research Projects

  • Super-Resolution in IR Thermal Images for Drone Surveillance. Rs 9.44 Lakhs, 2022-2025, funded by DRDO

  • A Data Science Perspective for IVHM of Aircraft Engines- Design and Development of Intelligent Prognostics. Rs 85.8 Lakhs, 2025-2027 ongoing, funded by DIA CoE IIT Bombay