Emulating Satellite Drag from Large Simulation Experiments
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Publication:5237174
DOI10.1137/18M1170157zbMath1430.62085arXiv1712.00182OpenAlexW2963508324MaRDI QIDQ5237174
Benjamin Haaland, Robert B. Gramacy, Furong Sun, Earl Lawrence, Andrew J. Walker
Publication date: 17 October 2019
Published in: SIAM/ASA Journal on Uncertainty Quantification (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1712.00182
Nonparametric regression and quantile regression (62G08) Relativistic cosmology (83F05) Applications of statistics to physics (62P35) Galactic and stellar dynamics (85A05)
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Uses Software
Cites Work
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- Efficient emulators of computer experiments using compactly supported correlation functions, with an application to cosmology
- Interpolation of spatial data. Some theory for kriging
- The design and analysis of computer experiments.
- Design and analysis of computer experiments. With comments and a rejoinder by the authors
- Robust Gaussian stochastic process emulation
- Full scale multi-output Gaussian process emulator with nonseparable auto-covariance functions
- Parallel partial Gaussian process emulation for computer models with massive output
- Massively Parallel Approximate Gaussian Process Regression
- Bayesian Design and Analysis of Computer Experiments: Use of Derivatives in Surface Prediction
- Objective Bayesian Analysis of Spatially Correlated Data
- A Full Scale Approximation of Covariance Functions for Large Spatial Data Sets
- Kinetic models for gas-surface interactions
- A Limited Memory Algorithm for Bound Constrained Optimization
- Strictly Proper Scoring Rules, Prediction, and Estimation
- Inconsistent Estimation and Asymptotically Equal Interpolations in Model-Based Geostatistics
