GAIA

A framework to study the thermo-chemical evolution of rocky and icy bodies (planets, moons, and planetoids) on a global scale in the solar system and beyond.

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Description

DOI

GAIA is a comprehensive framework designed to study the thermo-chemical evolution of rocky and icy bodies (planets, moons, and planetoids) on a global scale within the solar system and beyond. The core part consists of a fluid-dynamics solver for creeping flows under highly spatially varying viscosities with an additional energy solver for natural convection.

Natural convection is a type of heat transfer that occurs due to the movement of a fluid (such as air, water, or in much larger time-scales even rocks) caused by differences in density. When a fluid is heated, it becomes less dense and rises, while cooler, denser fluid sinks. This creates a natural circulation pattern that transfers heat from one area to another without the need for external forces like pumps or fans.

In the context of planetary bodies, natural convection plays a crucial role in the thermal and thermo-chemical evolution of rocky and icy bodies. It drives processes such as mantle convection, which can influence plate tectonics, vulcanism, magnetic field development, and the differentiation of materials within the planet's interior.

Why use GAIA

  • Study the thermal and thermo-chemical evolution of planetary bodies
  • Study the influence of plate tectonics, magnetic field development, magma oceans, partial melting and mantle differentiation
  • Study the effects of varying viscosities on materials under natural convection
  • Study the phenomena of natural convection in rocky and icy bodies

How GAIA works

  • Solves Navier-Stokes equations for incompressible, low Mach number flows
  • Solves different types of energy equations
  • Solves Magneto-Hydro-Dynamics (MHD) equations
  • Finite-Volume discretization for Voronoi cells
  • Many available linear iterative solvers on CSR matrices (e.g. BiCGS(l), IDRS, GMRES, ..)
  • Irregular grid for arbitrary geometries (2D + 3D)
  • Massively parallel via domain-decomposition for HPC systems
  • GPU ready CUDA / hybrid (GPU+CPU) solver, also MPI ready
  • No third party libraries or dependencies, DLR C++ code
  • Optional interface to MUMPS solver for 2D applications
  • Paraview and Python plugins for visualization and data analysis
  • Particle / Tracer system

Highlights

  • Natural convection of water-like substance under an extreme heat gradient: Video (upper part: velocity, lower part: temperature)
  • Natural convection of water-like substance under a less extreme heat gradient in 3D: Video (left: temperature, right: strain rate)
  • A heavy DLR Logo with a low viscosity and brittle material sinking in a fluid: Video (left: material, right upper: strain rate, right lower: viscosity)
  • Hot liquid in a full-sphere (core-convection) under self-gravity cooled at the boundary under a rotating reference frame: Video (left: temperature side-view, right: temperature top view onto rotation axis)
  • Combination: A 3D DLR Logo wants to move to the surface of a sphere that rotates. (Reversed) Reversed Video

Online Demo

A JS compiled (older) version can be found here . Just click Run in the Run tab and switch to Temperature or Velocity tab.

Participating organisations

German Aerospace Center (DLR)

Reference papers

Mentions

Testimonials

Golden Spike Award 2012, Project: A particle-in-cell Method to model the Influence of Partial Melt on Mantle Convection
Höchstleistungsrechenzentrum Stuttgart, https://www.hlrs.de/de/user-forschung/golden-spike-awards
Golden Spike Award 2015, Project: Large Scale Numerical Simulations of Planetary Interiors
Höchstleistungsrechenzentrum Stuttgart, https://www.hlrs.de/de/user-forschung/golden-spike-awards
One of six HPC codes selected to run on HLRS supercomputer Hornet, a Cray XC40 system
HPCwire 2015, https://www.hpcwire.com/off-the-wire/hlrs-supercomputer-successfully-executes-extreme-scale-simulation-projects/
Selected cover image for the cover of Journal of Geophysical Research: Planets, Wiley. Publication: Onset of solid-state mantle convection and mixing during magma ocean solidification
Journal of Geophysical Research: Planets, Wiley 2017, https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1002/jgre.20577
Selected cover image for the cover of Geophysical Research Letters, Wiley. Publication: The Thermal State and Interior Structure of Mars
Geophysical Research Letters, Wiley 2018, https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1002/grl.56389
By comparing the numerical simulations with the experiment data, we are able to verify the validity of our computer models and expand the parameter space to ranges not applicable for an experiment.
Numerical Simulations for the GeoFlow Experiment onboard ISS, https://www.dlr.de/pf/en/desktopdefault.aspx/tabid-8649

Contributors