Research

Novel sheet metal forming technology

Mechanical micro-texture for enhanced performance

Size effects in Metals

Effect of martensite island size on HER in Dual Phase steel

Machine learning in metal plasticity

Physics informed machine learning for metal plasticity

Comparison of stress fields around a hole obtained from FE prediction and prediction from PINNs based model

Crack-tip Plasticity

Modelling crack growth in rate dependent material

Size effects on crack tip plasticity

Equivalent plastic strain contours when crack tip is much smaller than characteristic length scale parameter

Equivalent plastic strain contours with conventional plasticity model

Research Areas

Computational plasticity - Modeling plasticity in metals - Finite element simulation


Sheet metal forming - Formability

Fatigue in metals


Application of machine learning in metal plasticity