DR Eleanor Green
Senior Lecturer, Computational Petrology
School of Geography, Earth and Atmospheric Sciences
50 Scholarly works
3 Projects
HIGHLIGHTS
2026
Journal article
A Revised Thermodynamic Melt Model for High-Titanium Magmatic Systems
DOI: 10.1093/petrology/egag0702026
Journal article
Input Selection in Conventional Supervised Machine Learning in Geophysical-Geological Mapping Applications: Improving Analytical Transparency and Model Parsimony
DOI: 10.1029/2025EA0045782026
Research grants (ARC, NHMRC, MRFF)
Hiding in Nooks and Crannies: Critical Metals in Mineral-Water Systems
2026
Journal article
Similar Microstructures, Different Interpretations: The Possible Anatectic Record of Granulite-Facies Marbles
DOI: 10.1093/petrology/egag0332026
Journal article
Rethinking Collinearity in Self-Organizing Maps: Evidence From Geophysical Data Classification
DOI: 10.1029/2025JH0011072024
Research grants (ARC, NHMRC, MRFF)
Fluid Chemistry and Critical Mineral Enrichment in Salty Metamorphic Belts
2023
Research contracts (non-grants)
A Machine Learning Geological Study at the Lockington Gold Discovery, Central Victoria
RECENT SCHOLARLY WORKS
2026
Journal article
Inferring Cenozoic Cover Thickness and Bedrock Sedimentary Material in 3D From Geophysical Data Using Machine Learning Algorithms: A Case Study in the Lockington Region, Victoria, Australia
DOI: 10.1029/2024EA0040412025
Journal article
A bound-constrained formulation for complex solution phase minimization
DOI: 10.5194/gmd-18-6951-20252025
Journal article
Applying SOM Cluster Analysis With Iterative Refinement to Infer Lithology Units in Eastern Victoria, Australia
DOI: 10.1029/2024EA0039992025
Journal article
A mid-crustal tipping point between silica-undersaturated and silica-oversaturated magmas
DOI: 10.1038/s41561-025-01695-32025
Other
Advances in thermodynamic modelling tools for metamorphic rocks
DOI: 10.5194/egusphere-egu25-129622025
Journal article
The spinel to garnet phase transition in the systems MgO-Al2O3-SiO2 and CaO-MgO-Al2O3-SiO2: new experiments to resolve long-standing discrepancies
DOI: 10.1007/s00410-025-02203-x