2 papers
cond-mat.mtrl-sci2026
Active learning-enabled multi-objective design of thermally conductive and mechanically compliant polymers
Yuhan Liu, Jiaxin Xu, Renzheng Zhang +2
Polymers are attractive in applications like flexible electronics and thermal interface materials due to their mechanical compliance and processability. However, conventional polym…
cs.LG2025
Open Polymer Challenge: Post-Competition Report
Gang Liu, Sobin Alosious, Subhamoy Mahajan +9
Machine learning (ML) offers a powerful path toward discovering sustainable polymer materials, but progress has been limited by the lack of large, high-quality, and openly accessib…