I work on applying advanced machine learning techniques, including autoencoders, diffusion models, and transformers to problems in materials science.
My research also involves developing scientific computing frameworks mainly on C/C++. I do simulations in material science using density functional theory (DFT), molecular dynamics (MD), and finite element methods (FEM).