Projects

Our results address fundamental questions about the degree to which electron-hole interactions can relax the topological protection of surface states and dipole selection rules for circularly polarized light in TIs by elucidating the complex intermixture of bulk and surface states excited in optical measurements and their coupling to light.

Coming Soon!

In this study, we examine vanadium-doped WSe2 monolayers on quasi-freestanding epitaxial graphene, by high-resolution scanning probe microscopy and ab initio calculations. Our findings provide microscopic insights into the charge stabilization and many-body effects of single dopants and dopant pairs in a TMD host material.

In this work, we showcase for the first time that a well-crafted VAE is capable of representing KS-DFT wavefunctions on a manifold within a significantly compressed latent space, which is 10³ - 10⁴ times smaller than the original input. Importantly, these succinct representations still retain the full physical information inherent in the initial data.