My research program studies Voronoi entropy and the symmetry of fractal point sets — measuring how the order and disorder of a geometric pattern respond when the symmetry of its generating structure is varied as a controlled parameter. Recent findings include a sharp transition in pattern entropy the instant generating symmetry breaks, and stable asymptotic structure in how cells distribute.

The same instinct — that coherence is measurable — drives my applied work. I am the founder of IsReal, which assesses the material and contextual coherence of images to help people decide whether to trust what they see.