Partha Basuchowdhuri

Latent Diffusion Pretraining for Crystal Property Prediction

Fast and accurate prediction of crystal properties is a central challenge in new materials design. Graph Neural Networks and transformer-based models have emerged as powerful tools for this task due to their ability to encode the local structural environment of atoms within a crystal. However, these…