machine learning

Data-driven uncertainty quantification for predictive flow and transport modeling using support vector machines

Specification of hydraulic conductivity as a model parameter in groundwater flow and transport equations is an essential step in predictive simulations. It is often infeasible in practice to characterize this model parameter at all points in space …