W. Diab

A Framework for Efficient Well Control Modeling in Machine Learning Surrogates

Numerical reservoir simulators are computationally prohibitive for many-query tasks such as field development planning; which motivates a new generation of machine learning surrogates that promise significant speed ups over traditional solvers. A persistent challenge in that work is the treatment of dynamic well cont...