Climate Biome Clustering

This work aims to determine climate biomes directly from data, determine where they are changing, and assign a value of trust to our classification.

Operator Algebras Modeling Dynamics of Frames

This work focuses on operator algebras that arise from directed graphs and frame theory.

Tensor Factorizations of Southern Ocean

The goal of this work is to discover and analyze climatic signatures within E3SM MPAS-O data of the Southern Ocean.

Theory of Tensor Factorizations

In this work, we attempt to understand the mathematical connections between different types of tensor factorizations.