Current Project

Working in the filed of materials informatics and more specifically polymer informatics: conducting data mining on already-existing database and extracting useful knowledge out to understand polymer behavior; using atomistic and molecular modeling techniques, such as molecular dynamics simulation, to generate effective property data as well as molecular descriptors to realize the structure-property relationship in polymers, which could potentially accelerate the process of new polymer discovery and design. Different supervised learning, unsupervised learning and semi-supervised learning techniques are used to boost this process.