Research output per year
Research output per year
Personal profile
Research interests
Multilayer thin film coating, High Entropy alloy Coating, Process Optimization
Professional Information
Associate Professor, Mechanical and Industrial Engineering Department, MIT manipal
Creative Works
High entropy alloy coating offers exceptional mechanical strength, corrosion resistance, and thermal stability, making it ideal for advanced surface engineering applications in extreme environments.
Experience
Associate Professor- MIT Manipal (Aug 2023-Present Assistant Professor- Sikkim Manipal University (July 2014- Aug 2023
Awards and recognition:
1. Received SERB-ITS Travel grant to attend an international conference at VSB Technical University of Ostrava, Czech Republic in Sept 2024
2. Received SERB-TARE fellowship in December 2021
3. Sikkim Manipal University Young Researchers Award in 2021
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Collaborations and top research areas from the last five years
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Comprehensive Experimental Optimization and Image-Driven Machine Learning Prediction of Tribological Performance in MWCNT-Reinforced Bio-Based Epoxy Nanocomposites
Hiremath, P., Heckadka, S. S., Anne, G., Ghadai, R. K., Deepak, G. D. & Shivamurthy, R. C., 08-2025, In: Journal of Composites Science. 9, 8, 385.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Experimentally validated finite element model for mechanical and fracture characteristics of SiCN thin films under different loads
Kumar, D., Meena, R. K., Hirshikesh & Ghadai, R. K., 12-2025, In: Scientific Reports. 15, 1, 31759.Research output: Contribution to journal › Article › peer-review
Open Access -
Hybrid machine learning and regression framework for automated phase classification and quantification in SEM images of commercial steels
Hiremath, P., Ambiger, K. D., Suresh, S., Ghadai, R. K., Sadanand, R. V. & Deepak, G. D., 08-2025, In: Discover Materials. 5, 1, 156.Research output: Contribution to journal › Article › peer-review
Open Access -
Integrated Machine Learning Framework-Based Optimization of Performance and Emissions of Nanomaterial—Integrated Biofuel Engine
Mohan, S., Ashwini, K., Ghadai, R. K., Nag, A., Petrů, J. & Dinesha, P., 10-2025, In: Sustainability (Switzerland). 17, 20, 9004.Research output: Contribution to journal › Article › peer-review
Open Access -
Machine learning-driven nonlinear analysis of inclusion effects in aluminium alloys
Datta, A., Rana, A. K. & Ghadai, R. K., 12-2025, In: Scientific Reports. 15, 1, 35866.Research output: Contribution to journal › Article › peer-review
Open Access