Comparing emulation methods for a high-resolution storm surge model

Cites Work

BART: Bayesian additive regression trees
Comparison of Gaussian process modeling software
Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
Bayesian emulation of complex multi-output and dynamic computer models
Multivariate adaptive regression splines
Functional data analysis
Algorithmic construction of optimal symmetric Latin hypercube designs.
Design and analysis of computer experiments. With comments and a rejoinder by the authors
The design and analysis of computer experiments
Robust Gaussian stochastic process emulation
A case study competition among methods for analyzing large spatial data
Jointly robust prior for Gaussian stochastic process in emulation, calibration and variable selection
Parallel partial Gaussian process emulation for computer models with massive output
Bayesian Calibration of Computer Models
Bayesian Treed Gaussian Process Models With an Application to Computer Modeling
Optimal orthogonal-array-based latin hypercubes
Computer Model Calibration Using High-Dimensional Output
Orthogonal Array-Based Latin Hypercubes
Sensitivity Analysis and Emulation for Functional Data using Bayesian Adaptive Splines
Inferring Atmospheric Release Characteristics in a Large Computer Experiment Using Bayesian Adaptive Splines
Strictly Proper Scoring Rules, Prediction, and Estimation
DIFFERENTIAL CONSTRAINTS FOR THE PROBABILITY DENSITY FUNCTION OF STOCHASTIC SOLUTIONS TO THE WAVE EQUATION
Landmark-Warped Emulators for Models with Misaligned Functional Response
Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates
A general framework for Vecchia approximations of Gaussian processes
A comparison of statistical emulation methodologies for multi‐wave calibration of environmental models