New machine learning models on reevaluation of the Ti-in-zircon thermometer <i>via</i> multivariate trace elements

Through training and testing extensive machine learning algorithms, an advanced high-dimensional temperature prediction model based on the XGBoost has been developed, which utilizes comprehensive trace element concentrations within zircons.