These scripts were used to process the experimental data, create a data frame and perform machine learning. Three ML models were used: polynomial regression as the baseline model, ridge regression and random forest.
python data-science machine-learning research random-forest physics scikit-learn pandas predictive-modeling regression-models superconductors magnetic-fields-calculations superconductivity-dataset hts-tapes
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Updated
Mar 16, 2026 - Python