| Dynamically dimensioned search algorithm for computationally efficient watershed model calibration BA Tolson, CA Shoemaker Water Resources Research 43 (1), 2007 | 936 | 2007 |
| A stochastic radial basis function method for the global optimization of expensive functions RG Regis, CA Shoemaker INFORMS Journal on Computing 19 (4), 497-509, 2007 | 586 | 2007 |
| A comparison of chemical and isotopic hydrograph separation RP Hooper, CA Shoemaker Water Resources Research 22 (10), 1444-1454, 1986 | 528 | 1986 |
| Constrained global optimization of expensive black box functions using radial basis functions RG Regis, CA Shoemaker Journal of Global optimization 31, 153-171, 2005 | 437 | 2005 |
| ORBIT: Optimization by radial basis function interpolation in trust-regions SM Wild, RG Regis, CA Shoemaker SIAM Journal on Scientific Computing 30 (6), 3197-3219, 2008 | 323 | 2008 |
| Combining radial basis function surrogates and dynamic coordinate search in high-dimensional expensive black-box optimization RG Regis, CA Shoemaker Engineering Optimization 45 (5), 529-555, 2013 | 292 | 2013 |
| Dynamic optimal control for groundwater remediation with flexible management periods TB Culver, CA Shoemaker Water Resources Research 28 (3), 629-641, 1992 | 275 | 1992 |
| Numerical solution of continuous-state dynamic programs using linear and spline interpolation SA Johnson, JR Stedinger, CA Shoemaker, Y Li, JA Tejada-Guibert Operations Research, 1993 | 264 | 1993 |
| SO-MI: A surrogate model algorithm for computationally expensive nonlinear mixed-integer black-box global optimization problems J Müller, CA Shoemaker, R Piché Computers & operations research 40 (5), 1383-1400, 2013 | 236 | 2013 |
| Cannonsville reservoir watershed SWAT2000 model development, calibration and validation BA Tolson, CA Shoemaker Journal of Hydrology 337 (1-2), 68-86, 2007 | 201 | 2007 |
| Improved strategies for radial basis function methods for global optimization RG Regis, CA Shoemaker Journal of Global Optimization 37, 113-135, 2007 | 198 | 2007 |
| Scalable thread scheduling and global power management for heterogeneous many-core architectures JA Winter, DH Albonesi, CA Shoemaker Proceedings of the 19th international conference on Parallel architectures …, 2010 | 197 | 2010 |
| Local function approximation in evolutionary algorithms for the optimization of costly functions RG Regis, CA Shoemaker IEEE transactions on evolutionary computation 8 (5), 490-505, 2004 | 197 | 2004 |
| Efficient hyperparameter optimization for deep learning algorithms using deterministic rbf surrogates I Ilievski, T Akhtar, J Feng, C Shoemaker Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 192 | 2017 |
| Applying experimental design and regression splines to high-dimensional continuous-state stochastic dynamic programming VCP Chen, D Ruppert, CA Shoemaker Operations Research 47 (1), 38-53, 1999 | 184 | 1999 |
| Influence of ensemble surrogate models and sampling strategy on the solution quality of algorithms for computationally expensive black-box global optimization problems J Müller, CA Shoemaker Journal of Global Optimization 60 (2), 123-144, 2014 | 178 | 2014 |
| Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection T Akhtar, CA Shoemaker Journal of Global Optimization 64, 17-32, 2016 | 164 | 2016 |
| Optimal time‐varying pumping rates for groundwater remediation: Application of a constrained optimal control algorithm LC Chang, CA Shoemaker, PLF Liu Water Resources Research 28 (12), 3157-3173, 1992 | 161 | 1992 |
| Calibration and validation of soil and water assessment tool on an agricultural watershed in upstate New York J Benaman, CA Shoemaker, DA Haith Journal of Hydrologic Engineering 10 (5), 363-374, 2005 | 156 | 2005 |
| Bayesian calibration and uncertainty analysis for computationally expensive models using optimization and radial basis function approximation N Bliznyuk, D Ruppert, C Shoemaker, R Regis, S Wild, P Mugunthan Journal of Computational and Graphical Statistics 17 (2), 270-294, 2008 | 152 | 2008 |
