• Developed numerical models to generate inputs to achieve process-structure-property linkages forWire and Arc Additive Manufactured (WAAM) components.• Performed multi-scale simulations of steel microstructures to obtain material properties for WAAMapplications.Tools: Abaqus, MATLAB, Dream3D, Python, and Fortran.

• Developed a novel multi-scale simulation framework to perform numerical simulations on multiphase 3D microstructures.• Established a strategy to impose stress modes as boundary conditions to multi-scale FE simulations.• Predicted and validated the anisotropic material properties of a synthetic aluminum microstructurefor sheet forming applications.• Predicted and validated the lattice strain measurements of a synthetic duplex steel microstructure.• Developed a novel methodology to generate 3D microstructures from 2D perpendicular EBSDsections.Thesis: Development of multi-scale simulation methods for the mechanical response of advanced metallic materialsTools: Abaqus, MATLAB, Dream3D, Python, and Fortran.

• Developed numerical codes to model the stress response of a single silicon particle in LIBs.• Developed theoretical finite element formulation to solve chemo-mechanical equilibrium equationsfor charge/discharge cycles.• Optimized experimental parameters to reduce the internal stresses developed.Thesis: Micromechanical modelling of stress response for silicon particles in LIBs

Developed a video streamer plugin to generate artificial synthetic videos of different road scenarios.Tools: C++, Python, and OpenGL.

Finite Element Modelling using FEAP.