Interdisciplinary Research Publication

Exciting News!

Interdisciplinary Research Publication Alert!

We’re proud to share our latest research work:

“A Survey of Machine Learning and Deep Learning Methods for Vibration-based Bearing Fault Diagnosis: The Need, Challenges, and Potential Future Research Directions”

🔗 DOI : https://doi.org/10.1016/j.neucom.2025.131628

URL : https://www.sciencedirect.com/science/article/abs/pii/S0925231225023008

Published in Neurocomputing, Elsevier (SCI-Indexed Journal, Q1, Impact Factor: 6.5)

This paper explores machine learning and deep learning methods for vibration-based bearing fault diagnosis, highlighting challenges and future research directions.

Kudos to our authors:

• Rohan Puntambekar (BTech Alumni, ME, SOE)
• Pratyaksh Vyas (BTech Alumni, ME, SOE)
• Prof. (Dr.) Ankit Thakkar (Professor, CSE, SOT)
• Dr. Dhaval Patel (Assistant Professor, ME, SOE)

Grateful for the opportunity to contribute to this evolving field!

#ResearchPublication #NirmaUniversity #AcademicResearch #MachineLearning #DeepLearning