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I develop finite implementations of techniques utilized in symbolic dynamics and ergodic theory (such as topological pressure and topological entropy) and apply them to problems in genomic analysis as well as in neuroscience.
I also study random substitutions and Martin boundaries.
Recently, I've used techniques from compressive sensing to study problems in metagenomics.