Will make a presentation about my study in polymer informatics soon at 2018 IMECE, held by ASME. The primary goal, important results and technical details of this project will be shared in the presentation.
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.