Interpolation and Synthesis of Sparse Samples in Exoplanet Atmospheric Modeling
Jacob Haqq-Misra,
Eric T. Wolf,
Thomas J. Fauchez
et al.
Abstract:This paper highlights methods from geostatistics that are relevant to the interpretation, intercomparison, and synthesis of atmospheric model data, with a specific application to exoplanet atmospheric modeling. Climate models are increasingly used to study theoretical and observational properties of exoplanets, which include a hierarchy of models ranging from fast and idealized models to those that are slower but more comprehensive. Exploring large parameter spaces with computationally expensive models can be … Show more
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