Machine Learning and Aerosol Microphysics

Graduate course module, University at Albany, Department of Atmospheric and Environmental Sciences, 2022

This was a four-hour module providing an overview of Machine Learning and its use in atmospheric and aerosol science, where we reviewed literature and also worked through a hands-on practical example.

Overview of Machine Learning and its use in atmospheric and aerosol science

In-depth into ML in Aerosol Science: Quantifying CCN using machine learning

Hands-on with Machine Learning in R using aerosol datasets