Yuhan Ning

Dynamics-aware geometric learning predicts disease-associated molecular perturbations

DynGeo-Pheno is presented, a unified geometric deep learning framework that integrates protein language model representations with anisotropic network model–derived dynamics to jointly capture evolutionary, structural, and biophysical information and establishes a unified framework for interpretable AI predictions and...