Machine Learning & Data Science

We are developing algorithms to i) analyze complex sets of experimental data that arise in materials, catalysis, and infrastructures as well as to ii) develop new sensing and control technologies.

Here, we are combining techniques from space-time statistics, topological data analysis, and machine learning to extract different types of feature information that are encoded in complex data sets.