Dr Eleanor Green
Senior Lecturer, Computational Petrology
School of Geography, Earth and Atmospheric Sciences
51 Scholarly works
3 Projects
HIGHLIGHTS
2026
Journal article
REE-depleted anatectic marble reveals the primary source of crustal carbonatites
DOI: 10.1038/s43247-026-04048-z2026
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/egag0332024
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
Rethinking Collinearity in Self-Organizing Maps: Evidence From Geophysical Data Classification
DOI: 10.1029/2025JH0011072026
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-egu25-12962