Publications
Model Variable Augmentation (MVA) for Diagnostic Assessment of Sensitivity Analysis Results. Water Resources Research, 55, 2631-2651. doi:10.1029/2018WR023382
. (2019). A new algorithm for water distribution system optimization: Discrete dynamically dimensioned search. In World Environmental and Water Resources Congress 2008: Ahupua'a - Proceedings of the World Environmental and Water Resources Congress 2008 (Vol. 316). doi:10.1061/40976(316)494
. (2008). New dynamically dimensioned search algorithm for automatic calibration with application to phosphorous transport in northeast watershed. In Examining the Confluence of Environmental and Water Concerns - Proceedings of the World Environmental and Water Resources Congress 2006. doi:10.1061/40856(200)316
. (2007). A new formulation for feedforward neural networks. IEEE Transactions on Neural Networks, 22, 1588-1598. doi:10.1109/TNN.2011.2163169
. (2011). A new selection metric for multiobjective hydrologic model calibration. Water Resources Research, 50, 7082-7099. doi:10.1002/2013WR014970
. (2014). Numerical assessment of metamodelling strategies in computationally intensive optimization. Environmental Modelling and Software, 34, 67-86. doi:10.1016/j.envsoft.2011.09.010
. (2012). Optimizing hydrological consistency by incorporating hydrological signatures into model calibration objectives. Water Resources Research, 51, 3796-3814. doi:10.1002/2014WR016520
. (2015). PADDS algorithm assessment for biobjective water distribution system benchmark design problems. Journal of Water Resources Planning and Management, 144. doi:10.1061/(ASCE)WR.1943-5452.0000875
. (2018). Pareto archived dynamically dimensioned search with hypervolume-based selection for multi-objective optimization. Engineering Optimization, 45, 1489-1509. doi:10.1080/0305215X.2012.748046
. (2013). Pre-emption strategies for efficient multi-objective optimization: Application to the development of Lake Superior regulation plan. Environmental Modelling and Software, 54, 128-141. doi:10.1016/j.envsoft.2014.01.005
. (2014). A priori discretization error metrics for distributed hydrologic modeling applications. Journal of Hydrology, 543, 873-891. doi:10.1016/j.jhydrol.2016.11.008
. (2016). Probabilistic design of a riverine early warning source water monitoring system. Canadian Journal of Civil Engineering, 36, 1095-1106. doi:10.1139/L09-041
. (2009). Progress in integrating remote sensing data and hydrologic modeling. Progress in Physical Geography, 38, 464-498. doi:10.1177/0309133314536583
. (2014). Quantitative global sensitivity analysis of the RZWQM to warrant a robust and effective calibration. Journal of Hydrology, 511, 567-579. doi:10.1016/j.jhydrol.2014.01.051
. (2014). Recoupling the Livestock Nutrient Economy across the Continental US. AGU Fall Meeting Abstracts, H41F-08.
. (2019). Reducing the computational cost of automatic calibration through model preemption. Water Resources Research, 46. doi:10.1029/2009WR008957
. (2010). Regionalisation of land surface hydrological model parameters in subarctic and arctic environments. Physics and Chemistry of the Earth, 33, 1081-1089. doi:10.1016/j.pce.2008.07.007
. (2008). Reply to comment on "Dynamically dimensioned search algorithm for computationally efficient watershed model calibration" by Ali Behrangi et al. Water Resources Research, 44. doi:10.1029/2008WR006862
. (2008). Review of surrogate modeling in water resources. Water Resources Research, 48. doi:10.1029/2011WR011527
. (2012). Risk assessment of a water supply system under climate variability: A stochastic approach. Canadian Journal of Civil Engineering, 38, 252-262. doi:10.1139/L10-132
. (2011).