On-site surrogates for large-scale calibration
From MaRDI portal
Publication:6576842
DOI10.1002/asmb.2523MaRDI QIDQ6576842
Mirko Libraschi, M. Binois, Robert B. Gramacy, Jiangeng Huang
Publication date: 23 July 2024
Published in: (Search for Journal in Brave)
hierarchical modelbig datauncertainty quantificationcomputer experimentlocal Gaussian processBayesian calibration
Cites Work
- Title not available (Why is that?)
- Title not available (Why is that?)
- Practical Heteroscedastic Gaussian Process Modeling for Large Simulation Experiments
- Exploratory designs for computational experiments
- Cases for the nugget in modeling computer experiments
- Efficient calibration for imperfect computer models
- Calibrating a large computer experiment simulating radiative shock hydrodynamics
- Constructing and fitting models for cokriging and multivariable spatial prediction
- The design and analysis of computer experiments.
- Composite Gaussian process models for emulating expensive functions
- Bayesian calibration of computer models. (With discussion)
- Algorithm 909
- Sampling-Based Approaches to Calculating Marginal Densities
- A First Course in Bayesian Statistical Methods
- Nonparametric functional calibration of computer models
- Combining Field Data and Computer Simulations for Calibration and Prediction
- A Limited Memory Algorithm for Bound Constrained Optimization
- Modeling Nonstationary Processes Through Dimension Expansion
- Monte Carlo sampling methods using Markov chains and their applications
- Modularization in Bayesian analysis, with emphasis on analysis of computer models
- Replication or Exploration? Sequential Design for Stochastic Simulation Experiments
Related Items (6)
Efficient calibration of computer models with multivariate output ⋮ A review on computer model calibration ⋮ Multi-Output Calibration of a Honeycomb Seal via On-site Surrogates ⋮ Constructing a Simulation Surrogate with Partially Observed Output ⋮ Sequential Bayesian Experimental Design for Calibration of Expensive Simulation Models ⋮ Augmenting a Simulation Campaign for Hybrid Computer Model and Field Data Experiments
This page was built for publication: On-site surrogates for large-scale calibration
Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6576842)
