Efficient emulation of computer models utilising multiple known boundaries of differing dimension

DOI10.1214/22-ba1304arXiv1910.08846OpenAlexW4226524045MaRDI QIDQ6122020

Samuel E. Jackson, Ian Vernon

Publication date: 27 February 2024

Published in: Bayesian Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1910.08846

zbMATH Keywords

boundary conditionssystems biologysimulatorsBayes linear emulation

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Unnamed Item
• Galaxy formation: Bayesian history matching for the observable Universe
• Approximate Bayesian computation and simulation-based inference for complex stochastic epidemic models
• Efficient emulators of computer experiments using compactly supported correlation functions, with an application to cosmology
• Design and analysis of computer experiments. With comments and a rejoinder by the authors
• Parallel partial Gaussian process emulation for computer models with massive output
• Galaxy formation: a Bayesian uncertainty analysis
• Bayesian Calibration of Computer Models
• Evolving Bayesian Emulators for Structured Chaotic Time Series, with Application to Large Climate Models
• Emulation of Multivariate Simulators Using Thin-Plate Splines with Application to Atmospheric Dispersion
• Bayes Linear Statistics
• Combining Field Data and Computer Simulations for Calibration and Prediction
• Known Boundary Emulation of Complex Computer Models
• Subjective Bayesian analysis: principles and practice

This page was built for publication: Efficient emulation of computer models utilising multiple known boundaries of differing dimension