DiceEval
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Software:35951
swMATH24190CRANDiceEvalMaRDI QIDQ35951
Construction and Evaluation of Metamodels
Last update: 4 December 2023
Copyright license: GNU General Public License, version 3.0
Software version identifier: 1.5.1, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6.1
Source code repository: https://github.com/cran/DiceEval
Estimation, validation and prediction of models of different types : linear models, additive models, MARS,PolyMARS and Kriging.
Related Items (13)
Warped Gaussian Processes and Derivative-Based Sequential Designs for Functions with Heterogeneous Variations ⋮ Population parametrization of costly black box models using iterations between SAEM algorithm and Kriging ⋮ Sequential Construction and Dimension Reduction of Gaussian Processes Under Inequality Constraints ⋮ Machine learning-based multi-objective optimization for efficient identification of crystal plasticity model parameters ⋮ On ANOVA Decompositions of Kernels and Gaussian Random Field Paths ⋮ Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC ⋮ Finite-Dimensional Gaussian Approximation with Linear Inequality Constraints ⋮ Advanced kriging-based surrogate modelling and sensitivity analysis for rotordynamics with uncertainties ⋮ Kriging metamodels-based multi-objective shape optimization applied to a multi-scale heat exchanger ⋮ Four algorithms to construct a sparse kriging kernel for dimensionality reduction ⋮ Objective Bayesian Analysis of a Cokriging Model for Hierarchical Multifidelity Codes ⋮ Unnamed Item ⋮ Cross-Validation--based Adaptive Sampling for Gaussian Process Models
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