Michael Κourakos

This paper introduces pg-gan, a GAN-based method to estimate demographic parameters in population genetics, showing it can recover input parameters in simulations and recapitulate real human data features.

This paper introduces an algorithm called thread to reconstruct ancestral haplotypes in endogamous populations using pedigree and genotype data, finding it can reconstruct 79% of haplotypes for 224 ancestral individuals per chromosome.