projects
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GeoCORK is a research data management tool for geochronology data. |
| Metamorphic and Igneous Zircon REEs Classification | Determining zircon petrogensis through dimension reduction, clustering, and logistic regression using REE suites of data |
| UMAP-Petrology | Exploration in dimension reduction (UMAP) through geological core concepts. QAP(F), mineral assemables, igneous and metamorphic petrology, and sedimentary diagrams show how dimension reduction preserves higher dimensional data. |
| MORB/OIB Isotopes | Using MORB and OIB isotopes to determine mantle heterogeneity. |
| Thin Section Archiving | Digitizing thin sections at high resolution for usage in future machine learning methods. |
| Tektite Detection | Training a vision machine learning model to detect tektites under the microscope for quick discovery. |