Juliane Dannberg 1 , Timo Heister 2 1 Texas A&M University, 2 Clemson University
MANTLE CONVECTION cooling buoyancy- driven flow heating From Hong Kong Geological Survey
MANTLE PLUMES mass extinction magmatism thermal anomaly mantle convection heat transport From Griffiths and Modified from Campbell, 1990 Putirka et al., 2011
MANTLE CONVECTION: : MELTING 3 2 1 From Hong Kong Geological Survey
MELT MIG IGRATION Subduction zones 2 Mid-ocean ridges Fractures/channels/diapirs 1 3 Katz, 2008 Wilson et al, 2014 Studies only in 2D / simplified Keller et al, 2013 Mantle convection and melt migration studied separately
VARIABLES solid density shear viscosity compaction viscosity fluid/ Darcy melt coefficient
EQUATIONS K D ~ φ 3 η , ξ = f( φ )
EQUATIONS Introduce compaction pressure (Keller at al, 2013):
EQUATIONS IN IN ASPECT
EQUATIONS IN IN ASPECT
CHALLENGES Time and length scales of melt migration are vastly different from mantle convection Highly non-linear and spatially variable material properties Difficult to study in 3D Adaptive mesh refinement Link melt generation to processes in the deeper mantle (komatiites or other melts originating in greater depths) Compressibility
SO SOFTWARE: ASP SPECT Advanced mathematical techniques: Higher order time stepping schemes (BDF2) Higher order finite elements Fully adaptive, dynamically changing 3d meshes Nonlinear solvers Parallelization using MPI, threads, and tasks Community code: Modular Extensive documentation Extensive and frequent testing
MODULARITY Aspect is very modular: It is extended by a number of isolated “ plugin ” sub-systems: Gravity Geometry Public interface Termination Initial cond. Mesh refinement Aspect core Boundary cond. Postprocessing Material model Visualization
DEAL.I .II FEATURES Finite element meshes, manifolds Gravity Geometry Checkpoint / Restart Public interface Termination Initial cond. Aspect core Mesh Higher order finite refinement elements, Adaptive meshes in 2D & 3D, Boundary cond. several components refinement indicators Postprocessing Flexible: Solver (AMG), no slip, free slip, Interfaces to PETSC, Trilinos traction, Dirichlet, Material model Visualization periodic Parallel, scaling up to Write output in common 10,000s of cores visualization file formats, parallel I/O
CONVERGENCE WIT ITH ADAPTIVE MESH Porosity Fluid pressure Velocity
CONVERGENCE WIT ITH ADAPTIVE MESH
SH SHEAR BANDS Boundary velocity Boundary velocity
SH SHEAR BANDS: : ANGLE
SH SHEAR BANDS IN IN 3D Total wallclock time: 1.7 hours 130 time steps; t=3.125e-08 years Number of degrees of freedom: 44,855,815
MANTLE PLUME WIT ITH MELT MIGRATION Wallclock time: 7 days 14200 time steps; t=152,516 years Degrees of freedom: 6,243,260
MANTLE PLUME WIT ITH MELT
MANTLE PLUME WIT ITH MELT
3D PLUME: : WORK IN IN PROGRESS
APPLICATIONS
CONCLUSIONS Open source code for coupled magma / mantle dynamics Uses modern numerical methods Accurate Fast, scalable Well tested, well documented Designed to be easily extended Has been successfully applied to several application cases On different scales In three dimensions With compressibility of the individual phases
ASP SPECT TEAM
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