Jin will be working with her host in ACOM and colleagues in CISL on machine learning algorithms aimed at emulating organic aerosol chemistry solvers. Jin will help test these algorithms, and include them into 3D community models. She will compare the new parameterizations with previous global model runs, and surface measurements.