Application of two-step clustering algorithm to QuaLiKiz-v2.6.2 turbulent transport simulation data

QuaLiKiz simulation data in support of the two-step clustering algorithm, developed by Bart J. J. Kremers.

The NETCDF file, generated via NETCDF4, contains the raw QuaLiKiz output for the 3-dimensional (2-input, 1-output) toy case used to develop the algorithm. Within the NETCDF file, the coordinates represent the code inputs and various vector indices and the data variables represent the code outputs.

There are also 4 HDF5 files, containing the results from the two-step clustering reduction algorithm, where the data is saved under 2 keys: "/input" and "/flattened". The file names indicate the reduction algorithm settings used to produce the results within.

The algorithm is available open-source at https://gitlab.com/BartKremers/two-step-clustering.