Bio-PINNs

Biomimetic PINNs model cell-induced matrix densification and tether formation

Researchers have developed biomimetic physics-informed neural networks (Bio-PINNs) to address numerical challenges in simulating cell-induced phase transitions within fibrous extracellular matrices. These networks emplo…