Deformation behavior of FCC and HCP materials

Crystal plasticity simulations

• Mean field simulations: Viscoplastic self consistent simulations

• Full field simulations: DAMASK, VPFFT, CPFEM

Crystallographic texture prediction

Activity of various deformation modes

Utility software: DREAM3D, Paraview, MATLAB

Dissimilar laser welding of Ti64 with

•  Stainless steel (SS316)

• Aluminum Alloys (AA2024, AA6061, A7075)

Dissimilar laser welding of SS with Vanadium membranes

Wire DED of SS316 

Equipment: 4 axis automatic fiber laser welding machine 

In-house code development of multiphase field (MPF) modeling

• Fan-Chen, Steinbach Model 

• Misorientation based grain boundary energy and mobility

Deployment of code on high performance computing (HPC)

Accelerating phase field with machine learning

Machine learning based materials property prediction

• ANN, CNN, LSTM, GRU, Random Forests, SVR

Surrogate Models for computational frameworks

Physics informed machine learning

Supportive tools: Scikit learn, Tensorflow, Keras, Pytorch

Generative AI for materials Science

Transformers for Materials Science, Vision transformers for Image segmentation, classification