/DATA_SC

DATA OF SUPERCONDICTING MATERIALS

Primary LanguageJupyter Notebook

DATA OF SUPERCONDICTING MATERIALS

After processing the data of work:

Kam Hamidieh, A data-driven statistical model for predicting the critical temperature of a superconductor, Computational Materials Science, 154, 346-354, 2018.

sc_min - superconducting material data with a minimum measured value;

sc_mean - superconducting material data with a mean measured value;

sc_max - superconducting material data with a max measured value;

CODE FOR DATA PREPROCESSING AND VISUALISATION

PREPROC_DIM_REDUCTION - Code for obtaining databases and applying reduction methods;

VISUALISATION FEATURES WITH COLORS - Code for obtaining databases and applying reduction methods;

HEATMAP_PEARSON_PAIRWISE - Code for obtaining pairwise mapping of features, heat map and Pearson correlation coefficient;