Author here. I recently defended my PhD thesis on Geometric Deep Learning. This post summarizes 4 years of research into three main questions covering: - Theor

Author here. I recently defended my PhD thesis on Geometric Deep Learning. This post summarizes 4 years of research into three main questions covering: - Theoretical expressivity of 3D molecular representations (Geometric WL test). - Unified generative modelling for crystals and molecules (Diffusion Transformers). - Inverse design of RNA structure/function with wet-lab validation. Happy to answer any questions about the research or the PhD process!