Large-scale three-dimensional Gaussian process extinction mapping
Gaussian processes are the ideal tool for modelling the Galactic ISM, combining statistical flexibility with a good match to the underlying physics. In an earlier paper we outlined how they can be employed to construct three-dimensional maps of dust extinction from stellar surveys. Gaussian processe...
मुख्य लेखकों: | Sale, SE, Magorrian, J |
---|---|
स्वरूप: | Journal article |
प्रकाशित: |
Oxford University Press
2018
|
समान संसाधन
-
Three-dimensional extinction mapping using Gaussian random fields
द्वारा: Sale, SE, और अन्य
प्रकाशित: (2014) -
Large-scale heteroscedastic regression via Gaussian process
द्वारा: Liu, Haitao, और अन्य
प्रकाशित: (2022) -
Fast transfer Gaussian process regression with large-scale sources
द्वारा: Da, Bingshui, और अन्य
प्रकाशित: (2020) -
Recent Advances in Scaling Up Gaussian Process Predictive Models for Large Spatiotemporal Data
द्वारा: Low, Kian Hsiang, और अन्य
प्रकाशित: (2018) -
Large-scale behavior of three-dimensional continuous phase coexistence models
द्वारा: Hairer, M, और अन्य
प्रकाशित: (2018)