Quantifying local and global mass balance errors in physics-informed neural networks

Md Lal Mamud, Maruti K. Mudunuru, Satish Karra +1

Physics-informed neural networks (PINN) have recently become attractive for solving partial differential equations (PDEs) that describe physics laws. By including PDE-based loss fu…