Uncertainty Analysis in Rainfall-Runoff Modelling - Application of Machine Learning Techniques - Shrestha, Durga Lal

Describes the use of machine learning techniques to build predictive models of uncertainty for hydrological applications, developing two methods-one that emulates Monte Carlo simulation results for parameter uncertainty analysis and another that creates specialized machine learning model ensembles based on past hydrological model performance.