Dou and colleagues present DynNet, a biophysically informed deep learning framework that reconstructs continuous cellular dynamics from time-resolved single-cell data. DynNet maps cell fate transitions and offers insights into complex biological processes.
- Jingyu Dou
- Wentao Lyu
- Chunhe Li