Gradient-based History Matching
History matching production data is an important part of closed-loop reservoir management. Gradient-based optimization has proven to be significantly more efficient than gradient-free methods for history matching problems. As the adjoint is available in AD-GPRS, gradient-based history matching for both two-point and multi-point geostatistical models is an active research area in our group.