About
Postdoctoral Researcher
UI Technology Institute/College of Engineering, University of Iowa, USA
Email id: ydhabi@uiowa.edu; yashkumar.iitr@gmail.com.
D.O.B: 11 July 1988
Contact: 318-497-9067
Immigration Status: Authorized to work in the United States.
Research Interest: Biomechanics, Vehicular ergodynamics, Smart non-invasive systems, Automotive human factors, Cognition, Finite element analysis, Machine learning (ML), Internet of things (IoT), Artificial Intelligence (AI).
Facts
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Skills
Resume
Yash Kumar is a postdoctoral researcher at the UI Technology Institute/College of Engineering, University of Iowa, USA. With a focus on biomechanics, vehicular ergodynamics, and smart non-invasive systems, he brings expertise in automotive human factors, cognition, finite element analysis, machine learning (ML), internet of things (IoT), and artificial intelligence (AI).
Education
June 2023 to present
Postdoc
University of Iowa
Biomedical Engineering
2017 - 2023
Ph.D.
Louisiana Tech University
Louisiana, USA
Micro & Nanoscale Systems
2013
MTech
Indian Institute of Technology
Roorkee, India
CAD CAM & Robotics
2011
B. Tech
Giani Zail Singh Campus College of Engineering & Technology
Bathinda, India
Mechanical Engineering
Experience
January 2017- May 2023
Teaching Assistant
Louisiana Tech University
Louisiana, USA
August 2016 to May 2017
Assistant Professor
Chandigarh Group of College
Mohali, India
Dec 2014 to July 2015
Assistant Professor
Punjab Institute of Technology
Moga, India
July 2013 to December 2014
Assistant Professor
Dr. B. R. Ambedkar National Institute of Technology
Jalandhar, Punjab, India
Research Publications (Under review)
- Singh, A., Nawayseh, N., Aida, Kebede., Dhabi, Y.K., (2023). Human-centric AI applications in sustainable agriculture. International Journal of Agricultural Sustainability, Taylor & Francis [IJAS-26-1421].
- Singh, A., Nawayseh, N., Samuel, S., Dhabi, Y. K., & Singh, H. (2023). The Future of Tractor Driving: Human-Centric Intelligent System for Lumbar Wellness. Knowledge-Based System, Elsevier [KNOSYS-D-23-06609 R2].
- Singh, A., Nawayseh, N., Aida, Kebede., Dhabi, Y.K., (2023) Human-centric AI applications in sustainable agriculture. International Journal of Agricultural Sustainability, Taylor & Francis [IJAS-26-1421-R1].
- Dhabi, Y. K., Jagannathan, A., (2023). Air coupled impact echo testing of buried concrete pipe. Mechanical Systems and Signal Processing, Elsevier [MSSP-67- 3689]
Research Publications (Published)
- Singh, A., Nawayseh, Dhabi, Y. K., Samuel, S., Singh, H., (2023) Real-Time Vibration Monitoring and Analysis of Agricultural Tractor Drivers using an IoTbased System. Journal of Field Robotics. John Willey
- Singh, A., Nawayseh, Dhabi, Y. K., Samuel, S., Singh, H., (2023) Internet of Agriculture: Analysis and Prediction of Tractor Ride Comfort using Supervised Machine Learning. Engineering Applications of Artificial Intelligence, Elsevier.
- Singh, A., Samuel, S., Singh, J., Dhabi, Y. (2023). Internet of Things (IoT) based Drowsiness Detection and Intervention System. In: Tared Ahram and Redha Taiar (eds) Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial Intelligence and Future Applications. AHFE (2023) International Conference. AHFE Open Access, vol 70. AHFE International, USA.
- Singh, A., Samuel, S., Dhabi, Y. K., & Singh, H. (2023). Whole-body vibration: Characterization of seat-to-head transmissibility for agricultural tractor drivers during loader operation. Smart Agricultural Technology, 4, 100164.
- Singh, A., Nawayseh, Dhabi, Y. K., Samuel, S., Singh, H., (2023). Digital Agriculture: Analysis of vibration transmission from seat to back of tractor drivers under multi-directional vibration condition. International Journal of Industrial Engineering: Theory, Applications and Practice.
- Singh, A., Samuel, S., Dhabi, Y. K., & Singh, H. (2023): Agriculture 4.0: Real-Time Monitoring and Feedback System for Whole-Body Vibration and Seat Effective Amplitude Transmissibility using Internet of Things (IoT). Smart Agricultural Technology, Elsevier (Accepted).
- Dhabi, Y. K., Singh, A., Samuel, S., (2023) Internet of Things (IoT) Based NonDestructive Testing of Concrete Pipe. Advances in Structural Engineering, Sage.
- Singh, B., Singh, A., Dhabi, Y. K., Numerical analysis of green composite seat characteristics for improved ride comfort. 18th International Conference on Vibration Engineering & Technology of Machinery (VETOMAC), Indian Institute of Technology Roorkee, India, December 18-20, 2023 [ID: VETOMAC 1703, Accepted].
- Singh, A., Samuel, S., Singh, I., Singh, J., Dhabi, Y., Prakash, C. (2022). Measurement and Analysis of Vibration Transmissibility through Tractor Seat. In: Katie Plant and Gesa Praetorius (eds) Human Factors in Transportation. AHFE (2022) International Conference. AHFE Open Access, vol 60. AHFE International, USA.
- Singh, A., Samuel, S., Singh, H., Singh, J., Prakash, C., & Dhabi, Y. K. (2022). Whole Body Vibration Exposure among the Tractor Operator during Soil Tillage Operation: An Evaluation using ISO 2631-5 Standard. Shock and Vibration, 2022, 1-8.
- Singh, A., Nawayseh, N., Singh, H., Samuel, S., Prakash, C., Singh, R., ... & Chhuneja, N. K. (2022). Modelling and optimization of tractor ride conditions under water tanker operation. Theoretical Issues in Ergonomics Science, 23(4), 453-474.
- Singh, A., Samuel, S., Singh, H., Kumar, Y., & Prakash, C. (2021). Evaluation and analysis of whole-body vibration exposure during soil tillage operation. Safety, 7(3), 61.
Grant Writing Experience
Proposal for NSERC-SSHRC Sustainable Agriculture Research Initiative on 'Advancing Sustainable Agriculture through Digital Intelligence’. Status: Submitted to grant agency. Grant amount: CAD $ 2.4M
Proposal for U.S. Army Aeromedical Research Laboratory (USAARL) on ‘2D Finite Element Model of an Injured Supine Human during Whole Body Vibration’. Status: Submitted to grant agency. Grant amount: USD $ 700k.
Research Area
- Human machine interaction
- Vehicle dynamics
- Human factors
- Smart structural monitoring systems
- Real-time monitoring
- Artificial intelligence
- Supervised & Semi supervised machine learning
- Non-destructive testing
Research Funding Grant
Advancing the Elastic Wave Characterization of Critical Buried Concrete Pipelines. Wave analysis [NSF Grant: GR301185].
R & D Projects/Certifications
Within my R&D projects and certifications, I've demonstrated a strong commitment to advancing knowledge and expertise. Noteworthy contributions include involvement in projects such as 'Tractor ride comfort in rotary soil tillage' at Indus University and 'Biomechanical Analysis of Human Seated Body Exposed to Vibration' at Guru Nanak Dev Engineering College. Additionally, I've obtained valuable certifications in AI and machine learning from Eduxlabs, IIT-Madras, and completed the CITI Program course in Human Research methodologies, further enhancing my capabilities for innovative research endeavors.
- All
- Ongoing
- Completed
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Contact
Feel free to reach out via email or by phone also you can contact me below. I'm available to discuss collaborations, projects, or any inquiries you may have. Looking forward to connecting with you!
Address:
UI Technology Institute/College of Engineering, University of Iowa, USA
Email:
yashkumar.iitr@gmail.com
Call:
318-497-9067