Prototype-Guided Latent Alignment for Data-Efficient Fine-Tuning of Molecular Foundation Models

Rushikesh Pawar, Harshit Rawat, Ayush Kumar +1

Machine learning interatomic potentials (MLIPs) have transformed materials discovery by leveraging graph neural networks (GNNs) to predict material properties with near density fun…