Sean Moran

PhD Student @ University of Michigan Bioinformatics

email/github/huggingface

focused on generative modeling, world models, and representation learning. I build end-to-end systems from data preparation and training infrastructure through evaluation and demos, with particular interest in learned state spaces, latent dynamics, and controllable generative modeling.


Read more about:


Or the website!


Selected Publications:

Moran, S. P., Feng, F., et al. "Statistically rigorous and computationally efficient chromatin stripe detection with Quagga". Genome Research. 2026. [.pdf]


Best viewed with curiosity.