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Machine Learning-Based Prediction of Magnetic Properties from Hysteresis Curves: A Comparative Study of Random Forest, Gradient Boosting, Xgboost, Lightgbm and Support Vector Regressions . IJRPETM. 2025;8(6):13456-13479. doi:10.15662/IJRPETM.2025.0806048