Multiobjective optimization using Gaussian process emulators via stepwise uncertainty reduction

DiceKriging,DiceOptim: TwoRPackages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization

(2015) Olivier Roustant et al.   Journal of Statistical Software

Influence of the variation of geometrical and topological traits on light interception efficiency of apple trees: sensitivity analysis and metamodelling for ideotype definition

(2014) David Da Silva et al.   ANNALS OF BOTANY

KrigInv: An efficient and user-friendly implementation of batch-sequential inversion strategies based on kriging

(2013) Clément Chevalier et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Quantile-Based Optimization of Noisy Computer Experiments With Tunable Precision

(2013) Victor Picheny et al.   TECHNOMETRICS

Efficient Gaussian process regression for large datasets

(2012) A. Banerjee et al.   BIOMETRIKA

The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression

(2011) Warren Scott et al.   SIAM JOURNAL ON OPTIMIZATION

Sequential design of computer experiments for the estimation of a probability of failure

(2011) Julien Bect et al.   STATISTICS AND COMPUTING

Bayesian emulation of complex multi-output and dynamic computer models

(2009) Stefano Conti et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

MAppleT: simulation of apple tree development using mixed stochastic and biomechanical models

(2008) Evelyne Costes et al.   FUNCTIONAL PLANT BIOLOGY

An informational approach to the global optimization of expensive-to-evaluate functions

(2008) Julien Villemonteix et al.   JOURNAL OF GLOBAL OPTIMIZATION

Bayesian Treed Gaussian Process Models With an Application to Computer Modeling

(2008) Robert B Gramacy et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Multiscale Framework for Modeling and Analyzing Light Interception by Trees

(2008) David Da Silva et al.   MULTISCALE MODELING & SIMULATION

Dissecting apple tree architecture into genetic, ontogenetic and environmental effects: mixed linear modelling of repeated spatial and temporal measures

(2008) Vincent Segura et al.   NEW PHYTOLOGIST