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 composed in C/C++. I do simulations based on density functional theory (DFT), molecular dynamics (MD), and finite element methods (FEM).