Abstract
Particle methods with remeshing of particles at each time step can be seen as forward semi-Lagrangian conservative methods for advection-dominated problems, and must be analyzed as such. In this article, we investigate the links between these methods and finite-difference methods and present convergence results as well as techniques to control their oscillations. We emphasize the role of the size of the time step and show that large time steps, only limited by the flow strain, can lead to significant gains in both computational cost and accuracy. Our analysis is illustrated by numerical simulations in level set methods and in fluid mechanics for compressible and incompressible flows.
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References
B. Ben, Moussa, J.-P. Vila, Convergence of SPH method for scalar nonlinear conservation laws. SIAM J. Numer. Anal. 37, 863–887 (2000)
M. Bergdorf, G.-H. Cottet, P. Koumoutsakos, Multilevel adaptive particle methods for convection-diffusion equations. SIAM Multiscale Model. Simul. 4, 328–357 (2005)
M. Bergdorf, P. Koumoutsakos, A Lagrangian particle-wavelet method. SIAM Multiscale Model. Simul. 5(3), 980–995 (2006)
G.-H. Cottet, P.-A. Raviart, Particle methods for the one-dimensional Vlasov-Poisson equations. SIAM J. Numer. Anal. 21, 52–76 (1984)
G.-H. Cottet, P. Koumoutsakos, Vortex Methods (Cambridge University Press, 2000)
G.-H. Cottet, A new approach for the analysis of vortex methods in 2 and 3 dimensions. Ann. Inst. Henri Poincaré 5, 227–285 (1988)
G.-H. Cottet, A. Magni, TVD remeshing schemes for particle methods, C. R. Acad. Sci. Paris, Ser. I 347, 1367–1372 (2009)
G.-H. Cottet, L. Weynans, Particle methods revisited: a class of high-order finite-difference schemes, C. R. Acad. Sci. Paris, Ser. I 343, 51–56 (2006)
G.-H. Cottet, B. Michaux, S.Ossia, G. Vanderlinden, A comparison of spectral and vortex methods in three-dimensional incompressible flows, J. Comput. Phys. 175 (2002)
G.-H. Cottet, J.-M. Etancelin, F. Perignon, C. Picard, High order Semi-Lagrangian particles for transport equations: numerical analysis and implementation issues. ESAIM Math. Model. Numer. Anal. 48, 1029–1060 (2014)
V. Daru, C. Tenaud, Evaluation of TVD high resolution schemes for unsteady viscous shocked flows. Comput. Fluids 30, 89–113 (2001)
B. Despres, F. Lagoutiere, Contact discontinuity capturing schemes for linear advection and compressible gas dynamics. J. Sci. Comput. 16, 479–524 (2002)
J.-M. Etancelin, G.-H. Cottet, F. Perignon, C. Picard, Multi-CPU and multi-GPU hybrid computations of multi-scale scalar transport. 26th International conference on parallel computational fluid dynamics, Trondheim, 2014
R.W. Hockney, J.W. Eastwood, Computer Simulation Using Particles (McGraw-Hill Inc., 1981)
P. Koumoutsakos, A. Leonard, High resolution simulations of the flow around an impulsively started cylinder using vortex methods. J. Fluid Mech. 296, 1–38 (1995)
P. Koumoutsakos, Inviscid axisymmetrization of an elliptical vortex. J. Comput. Phys. 138, 821–857 (1997)
R. Krasny, Desingularization of periodic vortex sheet roll-up. J. Comput. Phys. 65, 292–313 (1986)
J.-B. Lagaert, G. Balarac, G.-H. Cottet, Hybrid spectral particle method for the turbulent transport of a passive scalar. J. Comput. Phys. 260, 127–142 (2014)
M.-S. Liou, C.J. Steffen Jr., A new flux splitting scheme. J. Comput. Phys. 107, 23–39 (1993)
A. Magni, G.-H. Cottet, Accurate, non-oscillatory remeshing schemes for particle methods. J. Comput. Phys. 231(1), 152–172 (2012)
J.E. Martin, E. Meiburg, Numerical investigation of three-dimensional evolving jets subject to axisymmetric and azimuthal perturbation. J. Fluid Mech. 230, 271 (1991)
J.J. Monaghan, Particle methods for hydrodynamics. Comput. Phys. Rep. 3, 71–124 (1985)
G. Oger, M. Doring, B. Alessandrini, P. Ferrant, An improved SPH method: towards higher order convergence. J. Comput. Phys. 225, 1472–1492 (2007)
M.L. Ould-Salihi, G.-H. Cottet, M. El Hamraoui, Blending finite-differences and vortex methods for incompressible flow computations. SIAM J. Sci. Comput. 22, 1655–1674 (2000)
P. Ploumhans, G.S. Winckelmans, Vortex methods for high-resolution simulations of viscous flow past bluff bodies of general geometry. J. Comput. Phys. 165, 354–406 (2000)
S. Reboux, B. Schrader, I. Sbalzarini, A self-organizing Lagrangian particle method for adaptive-resolution advectiondiffusion simulations, J. Comput. Phys. 23, 3623–3646 (2012)
G. Russo, J.A. Strain, Fast triangulated vortex methods for the 2D Euler equations. J. Comput. Phys. 111, 291–323 (1994)
L. Weynans, A. Magni, Consistency, accuracy and entropic behavior of remeshed particle methods. ESAIM Math. Model. Numer. Anal. 47, 57–81 (2013)
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Cottet, GH. (2018). Semi-Lagrangian Particle Methods for Hyperbolic Equations. In: Klingenberg, C., Westdickenberg, M. (eds) Theory, Numerics and Applications of Hyperbolic Problems I. HYP 2016. Springer Proceedings in Mathematics & Statistics, vol 236. Springer, Cham. https://doi.org/10.1007/978-3-319-91545-6_31
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DOI: https://doi.org/10.1007/978-3-319-91545-6_31
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