The last paper from my PhD has just been published in npj Computational Materials! In this article we try to solve the inverse problem of going from STEM image back to the 3D atomic structure that gave rise to it. We employ an image-conditioned point cloud diffusion model for this purpose and achieve pretty good results.

Article: https://doi.org/10.1038/s41524-026-02114-w