Charles Nathan Haas

Equality-Constrained Neural Networks for Environmental Process Modeling: Application to Ozone Inactivation of Cryptosporidium

Abstract Environmental engineering process models often combine governing mass balance relationships with rate expressions whose dependence on environmental conditions is incompletely understood. We present a mechanistically constrained machine-learning framework in which a feedf...