No Foundations without Foundations--Why semi-mechanistic models are essential for regulatory biology

L Kovačević, T Gaudelet, J Opzoomer, H Triendl… - arxiv preprint arxiv …, 2025 - arxiv.org
Despite substantial efforts, deep learning has not yet delivered a transformative impact on
elucidating regulatory biology, particularly in the realm of predicting gene expression …