2 papers
cond-mat.soft2026
PolyMon: A Unified Framework for Polymer Property Prediction
Gaopeng Ren, Yijie Yang, Jiajun Zhou +1
Accurate prediction of polymer properties is essential for materials design, but remains challenging due to data scarcity, diverse polymer representations, and the lack of systemat…
cs.LG2024
PolyCL: Contrastive Learning for Polymer Representation Learning via Explicit and Implicit Augmentations
Jiajun Zhou, Yijie Yang, Austin M. Mroz +1
Polymers play a crucial role in a wide array of applications due to their diverse and tunable properties. Establishing the relationship between polymer representations and their pr…