Cut-away view of the Earth showing the temperature field of the convecting mantle, set in a supercomputer hall

Computational & Observational Geodynamics

We fuse observations with physical models to understand Earth's interior and how it shapes the surface, from mantle convection and dynamic topography to sea level and groundwater.

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Last updated: 2026-08-19

About

Most of Earth's interior cannot be observed directly, yet its structure and dynamics leave signatures across the surface and geological record. The Computational and Observational Geodynamics group combines diverse observations with physical models to recover the processes that produced those signatures. Using inverse methods and data assimilation, we infer quantities that cannot be measured directly, including past states of the mantle, the viscosity structure that governs solid-Earth rebound, and groundwater stored beneath continents. This integration of observations, physics and computation lies at the heart of everything we do.

Our research spans the deep interior, the solid Earth and the land surface, across timescales ranging from millions of years to the present day. We study mantle convection and the long-term evolution of Earth's interior; how mantle flow creates dynamic topography and shapes landscapes; and how plate motions interact with the mantle beneath them. This work also helps reveal the geological processes that govern the formation and preservation of critical mineral systems.

On shorter timescales, we investigate how the solid Earth responds to changes in ice and water loads, advancing understanding of glacial isostatic adjustment and sea-level change. We also study groundwater movement and storage at continental scales. Across these fields, we develop computational tools and inverse methods that allow observations to place quantitative constraints on models of how Earth works.

We welcome students and collaborators interested in these questions. Our group is based primarily in the Jaeger 2 building. Please get in touch to discuss potential projects or collaborations.

Research topics

  • Reconstructing the thermochemical evolution of Earth's mantle and its planetary heat engine
  • Revealing how mantle flow creates dynamic topography and shapes evolving landscapes
  • Investigating the dynamical mechanisms underpinning volcanism, including mantle plumes, melting and plume-lithosphere interaction
  • Reconstructing plate tectonic evolution and investigating subduction, lithosphere-mantle coupling and the forces that drive plate motion
  • Understanding the geodynamic controls on the formation, preservation and discovery of critical mineral systems
  • Modelling interactions between the solid Earth, ice sheets and oceans, including glacial isostatic adjustment and sea-level change
  • Tracking groundwater movement and storage at continental scales
  • Fusing observations and physical models through inverse methods, adjoint techniques and data assimilation
  • Building high-performance, open-source research software for computational geodynamics

Affiliations and connections

The group develops and maintains G-ADOPT, the Geoscientific ADjoint Optimisation PlaTform (gadopt.org), funded by AuScope and the Australian Research Data Commons. We contribute to national research infrastructure and partnerships including the AuScope CoastRI programme on glacial isostatic adjustment, the Australian Centre for Excellence in Antarctic Science, and the Rio Tinto Centre for Future Materials, where we work on the geodynamic environments that control copper mineralisation.

Potential student projects

We welcome Honours, Masters and PhD students across the full range of our research. A few examples: reconstructing mantle flow through time with adjoint methods; dynamic topography and its record in the landscape; glacial isostatic adjustment and mantle viscosity beneath Antarctica; sea level in the mid-Pliocene warm period; the geodynamic setting of critical mineral systems; and data-driven modelling of continental groundwater. These are examples, not a fixed list, so if something nearby interests you, reach out to any of us.

Recent activity

We hold fortnightly group meetings and present regularly in the RSES school and student seminar series.

More information

Member history of the Computational & Observational Geodynamics group, including former faculty, visitors, researchers and students.

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Facilities

A shared RSES capability for high-performance computing, numerical Earth-system modelling, inverse methods, data analysis and research software.

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Projects

Which deep-mantle pathways feed plume heads and long-lived volcanic chains?

River systems hold information on tectonic history in their sediment load and their morphology.
Coupled models of tectonics, topography and surface evolution help us to understand continental deformation patterns.
This project uses state-of-the-art tools in models of collision, basin formation and plate boundaries.

Status

Current

People

  • Professor Haibin Yang

Why do mantle plumes vary through time, and how do their pulses reach Earth's surface?

Underworld Geodynamics Modelling software

Status

Current

People

  • Ben Knight, Curtin University
  • Ben Mather, University of Melbourne

Members

Faculty

Director
Professor

Dr Sia Ghelichkhan

Lecturer
Institute for Water Futures
ARC DECRA Fellow

Professor

Professor
Associate Director Research & Engagement

Researcher

Dr Hamish Brown

Postdoctoral Fellow

Postdoctoral Fellow

Ehsan Farahbakhsh

Research Fellow

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Research Officer

ARC DECRA Research Fellow

Neng Lu

Postdoctoral Fellow

Dr Liam Morrow

Postdoctoral Fellow

Postdoctoral Fellow

ARC Future Fellow

Technical specialist

Angus Gibson

Research Software Engineer

No photo provided

Research Software Developer

Student

Riik

PhD Student

Haining Chang.

PhD Candidate

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PhD Student

Jabir Hussain.

PhD Candidate

EdgarL

PhD Student
Bake your PhD Wizard

Sruthy

PhD Candidate

Salam

PhD Candidate

Location

Jaeger 2, Research School of Earth Sciences, 142 Mills Rd, Acton, ACT 2601

-35.2777, 149.119