@article{mantisafoundationmodelformechanisticdise, title = {Mantis: A Foundation Model for Mechanistic Disease Forecasting}, author = {Carson Dudley and Reiden Magdaleno and Christopher Harding and Ananya Sharma and Emily Martin and Marisa Eisenberg}, year = {2025}, eprint = {2508.12260}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.12260}, }