Models of plate tectonics with the Lattice Boltzmann Method

Mora, Peter; Morra, Gabriele; Yuen, David A.

doi:10.1016/j.aiig.2023.03.002

Title: Models of plate tectonics with the Lattice Boltzmann Method

Journal Article · 01 December 2023 · Artificial Intelligence in Geosciences

DOI: https://doi.org/10.1016/j.aiig.2023.03.002 · OSTI ID:1968511

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; Yuen, David A.

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Sponsoring Organization:: USDOE

Grant/Contract Number:: SC0019759

OSTI ID:: 1968511

Journal Information:: Artificial Intelligence in Geosciences, Journal Name: Artificial Intelligence in Geosciences Vol. 4 Journal Issue: C; ISSN 2666-5441

Publisher:: ElsevierCopyright Statement

Country of Publication:: China

Language:: English

References (30)

Laboratory earthquake forecasting: A machine learning competition Johnson, Paul A.; Rouet-Leduc, Bertrand; Pyrak-Nolte, Laura J. Proceedings of the National Academy of Sciences, Vol. 118, Issue 5 https://doi.org/10.1073/pnas.2011362118	journal	January 2021
Multiple–relaxation–time lattice Boltzmann models in three dimensions d'Humières, Dominique Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences, Vol. 360, Issue 1792 https://doi.org/10.1098/rsta.2001.0955	journal	March 2002
Performance benchmarks for a next generation numerical dynamo model Matsui, Hiroaki; Heien, Eric; Aubert, Julien Geochemistry, Geophysics, Geosystems, Vol. 17, Issue 5 https://doi.org/10.1002/2015GC006159	journal	May 2016
Inverse Problems in Geodynamics Using Machine Learning Algorithms Shahnas, M. H.; Yuen, D. A.; Pysklywec, R. N. Journal of Geophysical Research: Solid Earth, Vol. 123, Issue 1 https://doi.org/10.1002/2017JB014846	journal	January 2018
Simulation of regimes of convection and plume dynamics by the thermal Lattice Boltzmann Method Mora, Peter; Yuen, David A. Physics of the Earth and Planetary Interiors, Vol. 275 https://doi.org/10.1016/j.pepi.2018.01.003	journal	February 2018
Comparison of convection for Reynolds and Arrhenius temperature dependent viscosities Mora, Peter; A. Yuen, David Fluid Mechanics research International Journal, Vol. 2, Issue 3 https://doi.org/10.15406/fmrij.2018.02.00025	journal	May 2018
Subduction controls the distribution and fragmentation of Earth’s tectonic plates Mallard, Claire; Coltice, Nicolas; Seton, Maria Nature, Vol. 535, Issue 7610 https://doi.org/10.1038/nature17992	journal	June 2016
The seismic cycle at subduction thrusts: Insights from seismo-thermo-mechanical models: SEISMO-THERMO-MECHANICAL MODELING van Dinther, Y.; Gerya, T. V.; Dalguer, L. A. Journal of Geophysical Research: Solid Earth, Vol. 118, Issue 12 https://doi.org/10.1002/2013JB010380	journal	December 2013
A community benchmark for viscoplastic thermal convection in a 2-D square box: BENCHMARK FOR VISCOPLASTIC CONVECTION Tosi, N.; Stein, C.; Noack, L. Geochemistry, Geophysics, Geosystems, Vol. 16, Issue 7 https://doi.org/10.1002/2015GC005807	journal	July 2015
Electro-osmosis of non-Newtonian fluids in porous media using lattice Poisson–Boltzmann method Chen, Simeng; He, Xinting; Bertola, Volfango Journal of Colloid and Interface Science, Vol. 436 https://doi.org/10.1016/j.jcis.2014.08.048	journal	December 2014
Finite volume discretization for dynamic viscosities on Voronoi grids Hüttig, Christian; Stemmer, Kai Physics of the Earth and Planetary Interiors, Vol. 171, Issue 1-4 https://doi.org/10.1016/j.pepi.2008.07.007	journal	December 2008
Lattice Kinetic Schemes for Magnetohydrodynamics Dellar, Paul J. Journal of Computational Physics, Vol. 179, Issue 1 https://doi.org/10.1006/jcph.2002.7044	journal	June 2002
Machine learning as a detection method of Strombolian eruptions in infrared images from Mount Erebus, Antarctica Dye, Brian C.; Morra, Gabriele Physics of the Earth and Planetary Interiors, Vol. 305 https://doi.org/10.1016/j.pepi.2020.106508	journal	August 2020
A concise python implementation of the lattice Boltzmann method on HPC for geo-fluid flow Mora, Peter; Morra, Gabriele; Yuen, David A. Geophysical Journal International, Vol. 220, Issue 1 https://doi.org/10.1093/gji/ggz423	journal	September 2019
Two-dimensional mantle convection simulations using an internal state variable model: the role of a history dependent rheology on mantle convection Sherburn, J. A.; Horstemeyer, M. F.; Bammann, D. J. Geophysical Journal International, Vol. 186, Issue 3 https://doi.org/10.1111/j.1365-246X.2011.05095.x	journal	July 2011
Organization of the tectonic plates in the last 200 Myr Morra, Gabriele; Seton, Maria; Quevedo, Leonardo Earth and Planetary Science Letters, Vol. 373 https://doi.org/10.1016/j.epsl.2013.04.020	journal	July 2013
Deformation of Earth Materials Karato, Shun-ichiro https://doi.org/10.1017/CBO9780511804892	book	January 2008
Underworld2: Python Geodynamics Modelling for Desktop, HPC and Cloud Mansour, John; Giordani, Julian; Moresi, Louis Journal of Open Source Software, Vol. 5, Issue 47 https://doi.org/10.21105/joss.01797	journal	March 2020
On pressure and velocity boundary conditions for the lattice Boltzmann BGK model Zou, Qisu; He, Xiaoyi Physics of Fluids, Vol. 9, Issue 6 https://doi.org/10.1063/1.869307	journal	June 1997
Lattice-Gas Automata for the Navier-Stokes Equation Frisch, U.; Hasslacher, B.; Pomeau, Y. Physical Review Letters, Vol. 56, Issue 14 https://doi.org/10.1103/PhysRevLett.56.1505	journal	April 1986
Influence of Wetting on Viscous Fingering Via 2D Lattice Boltzmann Simulations Mora, Peter; Morra, Gabriele; Yuen, Dave A. Transport in Porous Media https://doi.org/10.1007/s11242-021-01629-8	journal	June 2021
Fractal Plate Tectonics Sornette, Didier Geophysical Research Letters, Vol. 30, Issue 3 https://doi.org/10.1029/2002GL015043	journal	January 2003
Lattice Boltzmann Method for Fluid Flows Chen, Shiyi; Doolen, Gary D. Annual Review of Fluid Mechanics, Vol. 30, Issue 1 https://doi.org/10.1146/annurev.fluid.30.1.329	journal	January 1998
An updated digital model of plate boundaries: UPDATED MODEL OF PLATE BOUNDARIES Bird, Peter Geochemistry, Geophysics, Geosystems, Vol. 4, Issue 3 https://doi.org/10.1029/2001GC000252	journal	March 2003
The Generation of Plate Tectonics from Mantle Dynamics Bercovici, D.; Tackley, P. J.; Ricard, Y. Treatise on Geophysics https://doi.org/10.1016/B978-0-444-53802-4.00135-4	book	January 2015
A Model for Collision Processes in Gases. I. Small Amplitude Processes in Charged and Neutral One-Component Systems Bhatnagar, P. L.; Gross, E. P.; Krook, M. Physical Review, Vol. 94, Issue 3 https://doi.org/10.1103/PhysRev.94.511	journal	May 1954
Modeling Seismic Cycles of Great Megathrust Earthquakes Across the Scales With Focus at Postseismic Phase Sobolev, Stephan V.; Muldashev, Iskander A. Geochemistry, Geophysics, Geosystems, Vol. 18, Issue 12 https://doi.org/10.1002/2017GC007230	journal	December 2017
The Lattice Boltzmann Equation: For Complex States of Flowing Matter Succi, Sauro https://doi.org/10.1093/oso/9780199592357.001.0001	book	April 2018
Simulation of plume dynamics by the Lattice Boltzmann Method Mora, Peter; Yuen, David A. Geophysical Journal International, Vol. 210, Issue 3 https://doi.org/10.1093/gji/ggx279	journal	June 2017
Generative Modeling of Atmospheric Convection Mooers, Griffin; Tuyls, Jens; Mandt, Stephan CI2020: 10th International Conference on Climate Informatics, Proceedings of the 10th International Conference on Climate Informatics https://doi.org/10.1145/3429309.3429324	conference	January 2021

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