Completed Projects 

As a main contributor

• Development of a data-driven surrogate model to map the voltammograms of a lithium-ion battery electrode to its microstructural characteristics. 

• Development of new approaches in data-driven structural health monitoring

• Finite Element Simulation of the Direct Piezoelectric Effect in a newly fabricated Piezoelectric Patch Using COMSOL 

• Fatigue analysis of composite reinforced CNG storage pressure vessels using an FEM based approach. 

• Design and prototype development of a mass dish cleaning mechanism. (Equal contribution with my team mates: Michael and Bijo)

As a mentor

• Computational Dynamics of a Damaged Beam. (Masters Thesis: Rintu Sasmal, 2018, IIT Kharagpur)

• Analysis of a Beam with a Breathing Crack using Discrete Element Method (DEM)  (Masters Thesis: Songa Paulson, 2019, IIT Kharagpur)

• Damage Detection Using Artificial Outlier Generation Based One-Class SVM (Masters Thesis: Chanraprakash Koshle, 2022, IIT Kharagpur)

• Data Preprocessing for data driven Structural Health Monitoring (Bachelors Project: Aditya Ranjan, 2019, IIT Kharagpur)

• Comparison of several nonlinear dimensionality reduction techniques with PCA in the context of SHM (Bachelors Project: Pritam Priyadarchi, 2019, IIT Kharagpur)

• Data-driven health monitoring of a bridge (Bachelors Project: Pritam Priyadarshi, 2020, IIT Kharagpur)

ongoing Projects

Coupling Neural Networks with classical numerical solvers for interactive simulations.

Development of an aging-aware SOH and RUL estimation approach for real-world battery management systems.