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Rhodri Davies

Professor of Computational and Observational Geodynamics

Australian National University

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Australia

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Research Interests

Statistical Inference

10%

Plate Tectonics

10%

Machine Learning

10%

Geodynamics

10%

Geology

10%

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Positions1

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Rhodri Davies

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Australian National University

Postdoctoral Research Fellow in Computational Geodynamics, Plate Tectonics, and Data-Driven Earth Science

The Australian National University (ANU) Research School of Earth Sciences is seeking a Research Fellow to join the Rio Tinto Centre for Future Materials (RTCFM)-funded GEM-Cu project. This interdisciplinary postdoctoral position focuses on building a 'Virtual Earth' to understand copper deposit formation by linking deep Earth processes such as mantle flow, plate motions, and lithospheric stress to ore genesis over geological timescales. The successful candidate will work at the interface of geodynamics, plate tectonics, and data-driven Earth science, integrating large-scale geodynamic and plate-reconstruction modelling with advanced statistical and machine-learning methods. Key research areas include the use of plate reconstruction tools (GPlates), mantle convection modelling frameworks (G-ADOPT), and the development of statistical and machine learning approaches to predict copper-favourable conditions across deep time. The role also involves creating decision tools to support interpretation and uptake of research findings. The Research Fellow will be expected to develop independent and collaborative research, generate predictive maps of copper-favourable environments, publish in leading journals, and present at conferences. The position offers the opportunity to contribute to research, education, and service within the School, including teaching at undergraduate and postgraduate levels, supervising Honours, Masters, and PhD students, and engaging in outreach activities. The successful applicant will report to Professor Rhodri Davies and join a vibrant, collegial research environment with strong national and international collaborations and world-class facilities. Applicants must hold a PhD in Earth Sciences, Geophysics, Computational Geoscience, or a closely related field, with experience in numerical modelling, geological or geophysical datasets, and tools such as GPlates and G-ADOPT. Skills in statistical inference and machine learning are required, and a background in mineral systems or economic geology is desirable. The position is a fixed-term appointment for up to 3 years, with a competitive salary and full employment benefits. To apply, candidates should submit a statement addressing the selection criteria and a current CV with referee details via the ANU job portal. For further information, contact Prof. Rhodri Davies at [email protected]. The application deadline is March 23, 2026.

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