Table S1 Major oxide compositions (wt%) of experimental peridotite and pyroxenite melts (raw data) Table S2 Major oxide compositions (wt%) of Cenozoic basalts in northeast China and prediction results made by machine learning model
Diversity of lunar basalt characteristics is partly a consequence of lunar mantle heterogeneity. Alt...
The olivine in basalt records much information about formation and evolution of basaltic magma, whic...
Dataset 1 Parent dataset of global mantle clinopyroxene compositions. Dataset 2 Labeled dataset for...
Data Set 1: The experimental melt compositions of peridotite and pyroxenite used to train support ve...
This dataset is for our work entitled "Dynamic Evolution of Changbaishan Volcanism in Northeast Chin...
Random forest (RF), deep neural network (DNN) and support vector machines (SVM) are employed trace t...
Random forest (RF) is employed trace the role of fluids in the generation of the early Permian Tarim...
Machine-Learning-to-train-models-tracing-fluids-in-LIPs Random forest (RF), deep neural network (DNN...
Machine-Learning-to-train-models-tracing-fluids-in-LIPs Random forest (RF), deep neural network (DNN...
The database includes 13615 garnet compositions of eight oxides commonly analysed in lab routines: S...
The dataset used for model training (Appendix A), the discriminator (Appendix B) and the compiled ge...
A current mineral exploration focus is the development of tools to identify magmatic districts predi...
Data Set S1 presents the complete working dataset of biotite composition. This dataset has been used...
The variation of crustal thickness is a critical index to reveal how the continental crust evolved o...
Classification algorithms were constructed based on pyrite trace elements using two machine learning...
Diversity of lunar basalt characteristics is partly a consequence of lunar mantle heterogeneity. Alt...
The olivine in basalt records much information about formation and evolution of basaltic magma, whic...
Dataset 1 Parent dataset of global mantle clinopyroxene compositions. Dataset 2 Labeled dataset for...
Data Set 1: The experimental melt compositions of peridotite and pyroxenite used to train support ve...
This dataset is for our work entitled "Dynamic Evolution of Changbaishan Volcanism in Northeast Chin...
Random forest (RF), deep neural network (DNN) and support vector machines (SVM) are employed trace t...
Random forest (RF) is employed trace the role of fluids in the generation of the early Permian Tarim...
Machine-Learning-to-train-models-tracing-fluids-in-LIPs Random forest (RF), deep neural network (DNN...
Machine-Learning-to-train-models-tracing-fluids-in-LIPs Random forest (RF), deep neural network (DNN...
The database includes 13615 garnet compositions of eight oxides commonly analysed in lab routines: S...
The dataset used for model training (Appendix A), the discriminator (Appendix B) and the compiled ge...
A current mineral exploration focus is the development of tools to identify magmatic districts predi...
Data Set S1 presents the complete working dataset of biotite composition. This dataset has been used...
The variation of crustal thickness is a critical index to reveal how the continental crust evolved o...
Classification algorithms were constructed based on pyrite trace elements using two machine learning...
Diversity of lunar basalt characteristics is partly a consequence of lunar mantle heterogeneity. Alt...
The olivine in basalt records much information about formation and evolution of basaltic magma, whic...
Dataset 1 Parent dataset of global mantle clinopyroxene compositions. Dataset 2 Labeled dataset for...
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