Discovery of thermosetting polymers with low hygroscopicity, low thermal expansivity, and high modulus by machine learning
Xinyao Xu, Wenlin Zhao, Yaxi Hu, Liquan Wang, Jiaping Lin, Huimin Qi, Lei Du
Abstract
Based on the workflow of the materials genome approach, the challenge of enhancing multiple conflicting properties of an advanced thermosetting polymer of polycyanurates was addressed through high-throughout screening using machine learning.
Topics & Concepts
Thermosetting polymerPolymerMaterials scienceWorkflowComposite materialComputer sciencePolymer scienceDatabaseMachine Learning in Materials ScienceCarbon dioxide utilization in catalysisEpoxy Resin Curing Processes