Table 1 Inputs and outputs of the present study.
From: A curated dataset for data-driven turbulence modelling
Inputs | Outputs | |
|---|---|---|
Present work | Previous work | |
Numerical settings (e.g. schemes, grids) for generating coarsely-resolved flow fields | Highly-resolved flow fields, suitable for use as “truth” values in machine learning | A set of features and labels for developing models which map the coarse variables to highly-resolved variables Features: Coarsely-resolved flow fields with curated machine learning input features Labels: Highly-resolved flow fields, mapped onto the coarse grid, with curated machine learning labels |
