Christine A. Shoemaker

Research.com Recognitions

• 2014 - SIAM Fellow For the development of optimization algorithms for groundwater flow and related environmental problems.
• 2012 - Member of the National Academy of Engineering For development of decision-making optimization algorithms for environmental and water resources problems.

Overview

Best Publications

• Dynamically dimensioned search algorithm for computationally efficient watershed model calibration

  Bryan A. Tolson;Christine A. Shoemaker

  1033
  Citations

• A Stochastic Radial Basis Function Method for the Global Optimization of Expensive Functions

  Rommel G. Regis;Christine A. Shoemaker

  576
  Citations

• A Comparison of Chemical and Isotopic Hydrograph Separation

  Richard P. Hooper;Christine A. Shoemaker

  519
  Citations

• Constrained Global Optimization of Expensive Black Box Functions Using Radial Basis Functions

  Rommel G. Regis;Christine A. Shoemaker

  424
  Citations

• ORBIT: Optimization by Radial Basis Function Interpolation in Trust-Regions

  Stefan M. Wild;Rommel G. Regis;Christine A. Shoemaker

  305
  Citations

• Combining radial basis function surrogates and dynamic coordinate search in high-dimensional expensive black-box optimization

  Rommel G. Regis;Christine A. Shoemaker

  284
  Citations

• Dynamic optimal control for groundwater remediation with flexible management periods

  Teresa B. Culver;Christine A. Shoemaker

  276
  Citations

• Numerical solution of continuous-state dynamic programs using linear and spline interpolation

  Sharon A. Johnson;Christine A. Shoemaker;Ying Li;José Alberto Tejada-Guibert

  271
  Citations

• SO-MI: A surrogate model algorithm for computationally expensive nonlinear mixed-integer black-box global optimization problems

  Juliane MüLler;Christine A. Shoemaker;Robert Piché

  232
  Citations

• Cannonsville Reservoir Watershed SWAT2000 model development, calibration and validation

  Bryan A. Tolson;Christine A. Shoemaker

  202
  Citations

• Local function approximation in evolutionary algorithms for the optimization of costly functions

  R.G. Regis;C.A. Shoemaker

  197
  Citations

• Applying Experimental Design and Regression Splines to High-Dimensional Continuous-State Stochastic Dynamic Programming

  Victoria C. P. Chen;David Ruppert;Christine A. Shoemaker

  190
  Citations

• Scalable thread scheduling and global power management for heterogeneous many-core architectures

  Jonathan A. Winter;David H. Albonesi;Christine A. Shoemaker

  189
  Citations

• Improved Strategies for Radial basis Function Methods for Global Optimization

  Rommel G. Regis;Christine A. Shoemaker

  187
  Citations

• Introduction to special section on uncertainty assessment in surface and subsurface hydrology: An overview of issues and challenges

  Alberto Montanari;Christine A. Shoemaker;Nick van de Giesen

  174
  Citations

• Influence of ensemble surrogate models and sampling strategy on the solution quality of algorithms for computationally expensive black-box global optimization problems

  Juliane Müller;Christine A. Shoemaker

  173
  Citations

• Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection

  Taimoor Akhtar;Christine A. Shoemaker

  170
  Citations

• Optimal time-varying pumping rates for groundwater remediation: Application of a constrained optimal control algorithm

  Liang-Cheng Chang;Christine A. Shoemaker;Philip L.-F. Liu

  162
  Citations

• Calibration and Validation of Soil and Water Assessment Tool on an Agricultural Watershed in Upstate New York

  Jennifer Benaman;Christine A. Shoemaker;Douglas A. Haith

  150
  Citations

• Convergence in unconstrained discrete-time differential dynamic programming

  L.-Z. Liao;C.A. Shoemaker

  145
  Citations

• Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates.

  Ilija Ilievski;Taimoor Akhtar;Jiashi Feng;Christine Annette Shoemaker

  116
  Citations