Joint Embedding Predictive Architecture for self-supervised pretraining on polymer molecular graphs

Francesco Piccoli, Gabriel Vogel, Jana M. Weber

Recent advances in machine learning (ML) have shown promise in accelerating the discovery of polymers with desired properties by aiding in tasks such as virtual screening via prope…