Jonathan Asher Pachter

This paper introduces SHEPHERD, a method combining population genetics and MDPs to design adaptive drug policies that reduce disease fitness in heterogeneous populations, showing effectiveness in synthetic multi-drug landscapes.

The paper uses percolation theory to analyze brain development, finding that early white matter tracts become longest and densest, maintaining a giant cluster across aging and disease.