Accelerated and data-efficient flow prediction in stirred tanks via physics-informed learning

Mahdi Naderibeni, Liang Wu, David M. J. Tax

The simulation of fluid flows is computationally expensive due to the complexity of its governing partial differential equations. Machine learning models offer a potential surrogat…