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Title: Compatible meshfree discretization of surface PDEs

Abstract

Meshfree discretization of surface partial differential equations is appealing, due to their ability to naturally adapt to deforming motion of the underlying manifold. In this work, we consider an existing scheme proposed by Liang et al. reinterpreted in the context of generalized moving least squares (GMLS), showing that existing numerical analysis from the GMLS literature applies to their scheme. With this interpretation, their approach may then be unified with recent work developing compatible meshfree discretizations for the div-grad problem in Rd. Informally, this is analogous to an extension of collocated finite differences to staggered finite difference methods, but in the manifold setting and with unstructured nodal data. In this way, we obtain a compatible meshfree discretization of elliptic problems on manifolds which is naturally stable for problems with material interfaces, without the need to introduce numerical dissipation or local enrichment near the interface. As a result, we provide convergence studies illustrating the high-order convergence and stability of the approach for manufactured solutions and for an adaptation of the classical five-strip benchmark to a cylindrical manifold.

Authors:
 [1];  [1]
  1. Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Publication Date:
Research Org.:
Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Sponsoring Org.:
USDOE National Nuclear Security Administration (NNSA)
OSTI Identifier:
1528998
Report Number(s):
SAND-2019-3154J
Journal ID: ISSN 2196-4378; 673630
Grant/Contract Number:  
AC04-94AL85000
Resource Type:
Accepted Manuscript
Journal Name:
Computational Particle Mechanics
Additional Journal Information:
Journal Volume: 7; Journal Issue: 2; Journal ID: ISSN 2196-4378
Publisher:
Springer Nature
Country of Publication:
United States
Language:
English
Subject:
72 PHYSICS OF ELEMENTARY PARTICLES AND FIELDS; 97 MATHEMATICS AND COMPUTING; Generalized moving least squares; Compatible discretization; Surface PDE; Meshfree

Citation Formats

Trask, Nathaniel Albert, and Kuberry, Paul Allen. Compatible meshfree discretization of surface PDEs. United States: N. p., 2019. Web. doi:10.1007/s40571-019-00251-2.
Trask, Nathaniel Albert, & Kuberry, Paul Allen. Compatible meshfree discretization of surface PDEs. United States. https://doi.org/10.1007/s40571-019-00251-2
Trask, Nathaniel Albert, and Kuberry, Paul Allen. Sat . "Compatible meshfree discretization of surface PDEs". United States. https://doi.org/10.1007/s40571-019-00251-2. https://www.osti.gov/servlets/purl/1528998.
@article{osti_1528998,
title = {Compatible meshfree discretization of surface PDEs},
author = {Trask, Nathaniel Albert and Kuberry, Paul Allen},
abstractNote = {Meshfree discretization of surface partial differential equations is appealing, due to their ability to naturally adapt to deforming motion of the underlying manifold. In this work, we consider an existing scheme proposed by Liang et al. reinterpreted in the context of generalized moving least squares (GMLS), showing that existing numerical analysis from the GMLS literature applies to their scheme. With this interpretation, their approach may then be unified with recent work developing compatible meshfree discretizations for the div-grad problem in Rd. Informally, this is analogous to an extension of collocated finite differences to staggered finite difference methods, but in the manifold setting and with unstructured nodal data. In this way, we obtain a compatible meshfree discretization of elliptic problems on manifolds which is naturally stable for problems with material interfaces, without the need to introduce numerical dissipation or local enrichment near the interface. As a result, we provide convergence studies illustrating the high-order convergence and stability of the approach for manufactured solutions and for an adaptation of the classical five-strip benchmark to a cylindrical manifold.},
doi = {10.1007/s40571-019-00251-2},
journal = {Computational Particle Mechanics},
number = 2,
volume = 7,
place = {United States},
year = {Sat Jun 08 00:00:00 EDT 2019},
month = {Sat Jun 08 00:00:00 EDT 2019}
}

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Cited by: 7 works
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Works referenced in this record:

Analysis of thin shells by the Element-Free Galerkin method
journal, August 1996


Kokkos: Enabling manycore performance portability through polymorphic memory access patterns
journal, December 2014

  • Carter Edwards, H.; Trott, Christian R.; Sunderland, Daniel
  • Journal of Parallel and Distributed Computing, Vol. 74, Issue 12
  • DOI: 10.1016/j.jpdc.2014.07.003

A stabilized cut finite element method for partial differential equations on surfaces: The Laplace–Beltrami operator
journal, March 2015

  • Burman, Erik; Hansbo, Peter; Larson, Mats G.
  • Computer Methods in Applied Mechanics and Engineering, Vol. 285
  • DOI: 10.1016/j.cma.2014.10.044

On the use of local maximum entropy approximants for Cahn–Hilliard phase-field models in 2D domains and on surfaces
journal, April 2019

  • Amiri, Fatemeh; Ziaei-Rad, Saeed; Valizadeh, Navid
  • Computer Methods in Applied Mechanics and Engineering, Vol. 346
  • DOI: 10.1016/j.cma.2018.11.023

A local mesh method for solving PDEs on point clouds
journal, August 2013

  • Lai, Rongjie; Liang, Jiang; Zhao, Hong-Kai
  • Inverse Problems and Imaging, Vol. 7, Issue 3
  • DOI: 10.3934/ipi.2013.7.737

A multi-resolution approach to global ocean modeling
journal, September 2013


A Radial Basis Function (RBF)-Finite Difference (FD) Method for Diffusion and Reaction–Diffusion Equations on Surfaces
journal, September 2014

  • Shankar, Varun; Wright, Grady B.; Kirby, Robert M.
  • Journal of Scientific Computing, Vol. 63, Issue 3
  • DOI: 10.1007/s10915-014-9914-1

A simple derivation of the time‐dependent convective‐diffusion equation for surfactant transport along a deforming interface
journal, January 1990

  • Stone, H. A.
  • Physics of Fluids A: Fluid Dynamics, Vol. 2, Issue 1
  • DOI: 10.1063/1.857686

An RBF-FD closest point method for solving PDEs on surfaces
journal, October 2018


Mesh-free semi-Lagrangian methods for transport on a sphere using radial basis functions
journal, August 2018


Solving Partial Differential Equations on Point Clouds
journal, January 2013

  • Liang, Jian; Zhao, Hongkai
  • SIAM Journal on Scientific Computing, Vol. 35, Issue 3
  • DOI: 10.1137/120869730

Phase-field modeling of fracture in linear thin shells
journal, February 2014


On generalized moving least squares and diffuse derivatives
journal, September 2011

  • Mirzaei, D.; Schaback, R.; Dehghan, M.
  • IMA Journal of Numerical Analysis, Vol. 32, Issue 3
  • DOI: 10.1093/imanum/drr030

Arbitrary Lagrangian–Eulerian finite-element method for computation of two-phase flows with soluble surfactants
journal, May 2012


A guide to RBF-generated finite differences for nonlinear transport: Shallow water simulations on a sphere
journal, June 2012

  • Flyer, Natasha; Lehto, Erik; Blaise, Sébastien
  • Journal of Computational Physics, Vol. 231, Issue 11
  • DOI: 10.1016/j.jcp.2012.01.028

A stabilized mixed finite element method for Darcy flow
journal, August 2002

  • Masud, Arif; Hughes, Thomas J. R.
  • Computer Methods in Applied Mechanics and Engineering, Vol. 191, Issue 39-40
  • DOI: 10.1016/S0045-7825(02)00371-7

Hydrodynamic coupling of particle inclusions embedded in curved lipid bilayer membranes
journal, January 2016

  • Sigurdsson, Jon Karl; Atzberger, Paul J.
  • Soft Matter, Vol. 12, Issue 32
  • DOI: 10.1039/C6SM00194G

A cut finite element method for a Stokes interface problem
journal, November 2014


A compatible high-order meshless method for the Stokes equations with applications to suspension flows
journal, February 2018


Curved fluid membranes behave laterally as effective viscoelastic media
journal, January 2013

  • Rahimi, Mohammad; DeSimone, Antonio; Arroyo, Marino
  • Soft Matter, Vol. 9, Issue 46
  • DOI: 10.1039/c3sm51748a

A High-Order Staggered Meshless Method for Elliptic Problems
journal, January 2017

  • Trask, Nathaniel; Perego, Mauro; Bochev, Pavel
  • SIAM Journal on Scientific Computing, Vol. 39, Issue 2
  • DOI: 10.1137/16M1055992