Research

Magnetism

Different fundamental phases of Magnetism

Magnetism Phases

This figure is taken from Phys. Rev. X 12, 031042 (2022)

Valleytronics

Valley physics in 2D materials (i.e., graphene, TMDs)

Magnetism Phases

This figure is taken from Phys. Rev. Lett. 108, 196802 (2012).

Spin Transport

Spin transport in magnetic tunnel junctions

Magnetism Phases

This figure is taken from book “Handbook of Materials Modeling ” by Springer.

Data-Driven Materials Science

Workflow

Magnetism Phases

More recently, I am also interested in Machine learning and Artificial Intelligence to under spin-orbit coupling effects. I am applying crystal graph neural networs for data mining in materials science. I follow ML courses on online platforms (e.g., Andrew Ng on Coursera) during free time.