Quasi-periodic Gaussian processes for stellar activity: From physical to kernel parameters
In recent years, Gaussian Process (GP) regression has become widely used to analyse stellar and exoplanet time-series data sets. For spotted stars, the most popular GP covariance function is the quasi-periodic (QP) kernel, whose hyperparameters of the GP have a plausible interpretation in terms of p...
Hlavní autoři: | Nicholson, BA, Aigrain, S |
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Médium: | Journal article |
Jazyk: | English |
Vydáno: |
Oxford University Press
2022
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