{ "app": "ST_Sonic_Tc", "model_file": "tc_model.joblib", "features": [ "WOB (klbf)", "Torque (kft.lbf)", "SPP (psi)", "RPM (1/min)", "ROP (ft/h)", "Flow Rate (gpm)" ], "target": "Tc", "pred_col": "Tc_Pred", "versions": { "numpy": "2.0.2", "scikit_learn": "1.6.1" }, "notes": "Units: \u00b5s/ft. RF params (from paper): n_estimators=100, max_depth=14, max_features='sqrt', min_samples_split=2, min_samples_leaf=1." }