Oliver Higgins

A Machine Learning‐Based Approach to Clinopyroxene Thermobarometry: Model Optimization and Distribution for Use in Earth Sciences

Corin Jorgenson, Oliver Higgins, Maurizio Petrelli et al. · Journal of Geophysical Research Solid Earth · 2022 · 91 citations · Full text

Volcanology, Engineering, Forestry +23

Machine learning thermobarometry and chemometry using amphibole and clinopyroxene: a window into the roots of an arc volcano (Mount Liamuiga, Saint Kitts)

Oliver Higgins, Tom Sheldrake, Luca Caricchi · Contributions to Mineralogy and Petrology · 2021 · 87 citations

Saint Kitts, Volcanology, Engineering +10

Quantitative chemical mapping of plagioclase as a tool for the interpretation of volcanic stratigraphy: an example from Saint Kitts, Lesser Antilles

Oliver Higgins, Tom Sheldrake, Luca Caricchi · Bulletin of Volcanology · 2021 · 23 citations · Full text

Classification, segmentation and correlation of zoned minerals

Tom Sheldrake, Oliver Higgins · Computers & Geosciences · 2021 · 22 citations · Full text

Volcanology, Volcanic Bomb, Engineering +16

The magmatic evolution of South-East Crater (Mt. Etna) during the February–April 2021 sequence of lava fountains from a mineral chemistry perspective

Alessandro Musu, Rosa Anna Corsaro, Oliver Higgins et al. · Bulletin of Volcanology · 2023 · 19 citations · Full text