May 2026to presentHybrid
Undergraduate Research Fellow
Research Department of Mechanical Engineering, NSUT, New Delhi
I study metal matrix nanocomposites under faculty supervision, with Abhishek Tevatia and Sanjay Gupta. Using representative volume element finite element analysis in SolidWorks and ANSYS, I independently verified a stress concentration factor of 1.999 plus or minus 0.001 across nanoparticle volume fractions of 0.5 to 5 per cent, which matches the analytical limit predicted by Eshelby.
I then built a twelve-parameter XGBoost surrogate model with SHAP attribution, coefficient of determination 0.96, that feeds the finite element stress concentration factor into fatigue life prediction. The model shows that particle agglomeration amplifies predicted life by a factor of three, a cubic response rather than the linear one usually assumed.