Christine A. Shoemaker
Christine A. Shoemaker
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Dynamically dimensioned search algorithm for computationally efficient watershed model calibration
BA Tolson, CA Shoemaker
Water Resources Research 43 (1), 2007
A comparison of chemical and isotopic hydrograph separation
RP Hooper, CA Shoemaker
Water Resources Research 22 (10), 1444-1454, 1986
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
Constrained global optimization of expensive black box functions using radial basis functions
RG Regis, CA Shoemaker
Journal of Global optimization 31 (1), 153-171, 2005
Dynamic optimal control for groundwater remediation with flexible management periods
TB Culver, CA Shoemaker
Water Resources Research 28 (3), 629-641, 1992
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
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 41 (3), 484-500, 1993
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
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
Cannonsville reservoir watershed SWAT2000 model development, calibration and validation
BA Tolson, CA Shoemaker
Journal of Hydrology 337 (1-2), 68-86, 2007
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
Scalable thread scheduling and global power management for heterogeneous many-core architectures
JA Winter, DH Albonesi, CA Shoemaker
2010 19th International Conference on Parallel Architectures and Compilation …, 2010
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
Improved strategies for radial basis function methods for global optimization
RG Regis, CA Shoemaker
Journal of Global Optimization 37 (1), 113-135, 2007
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
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
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
Influence of vapor-phase sorption and diffusion on the fate of trichloroethylene in an unsaturated aquifer system
MS Peterson, LW Lion, CA Shoemaker
Environmental science & technology 22 (5), 571-578, 1988
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
Comparison of optimization methods for ground-water bioremediation
JH Yoon, CA Shoemaker
Journal of Water Resources Planning and Management 125 (1), 54-63, 1999
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