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...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Nicholson, BA, Aigrain, S
বিন্যাস: Journal article
ভাষা:English
প্রকাশিত: Oxford University Press 2022