I am a mathematician specializing in stochastic processes and their applications, especially to biology. My research interests span a broad range of topics in probability theory, including diffusion processes, interacting particle systems, and random measure-valued processes.
Here we see a generalization of the Kingman x-paintbox that describes the limiting object of coalescing random walks in structured populations (see here).
I am presently thinking about various families of random walks in random environments that arise in the study of population genetics. In particular, I wish to understand how genetic variation across the genome is limited by the existence of the organismal pedigree as a latent variable constricting the evolution of gene genealogies. This includes ongoing work on quenched ARGs, large sample limits for quenched coalescents, and understanding how pedigrees affect biobank scale datasets with various collaborators. The following are available preprints/publications:
"Quenched coalescent for diploid population models with selfing and overlapping generations" with Louis Wai-Tong Fan and John Wakeley.
"Gene genealogies in a diploid Moran model with selfing conditional on its pedigree" with Wai-Tong (Louis) Fan and John Wakeley. Theoretical Population Biology. Volume 165, October 2025, Pages 29-44.
Exchangeable sequences are fundamental objects in probability and statistics. They exhibit remarkable rigidity properties, including that an infinite exchangeable sequence for which any pair is Gaussian distributed must be a Gaussian process (see this preprint). I have been working to contextualize and extend these rigidity results to broad classes of distributions and connect these properties to statistical inference methods.
"Exponential mixtures are rigid" (Forthcoming)
"Rigidity of infinite exchangeable sequences of Gaussian random variables"
There are no unlinked loci: how pedigrees couple neutral genealogies across the genome, Population Genetics Seminar, UChicago, February 2026
Quenched limits for the coalescent of a diploid exchangeable population model with overlapping generations, Ph.D. Defense, IUB, July 2025
A modern perspective on coalescent theory and multi-locus population genetics, Population Genetics and Computational Biology Seminar, UChicago, December 2024