While this communication aims to be a proof-of-concept of this novel aggregation model, the tools developed here lend to a straightforward approach to the experimental validation of microstructural properties. Accordingly we're working to validate this model across a common range of manufacturing parameters by correlating experimental micro-structures with the structures derived from this meso-scale approach. Furthermore, the model can also be extended to represent the spatial distribution of high-surface area carbons and compare the microstructures of electrodes derived from high and low surface area carbons. This end-to-end framework also lays the foundation for