5 results on '"Grid-free"'
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2. Grid-Free Plasma Simulation Techniques.
- Author
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Christlieb, Andrew J., Krasny, Robert, Verboncoeur, John P., Emhoff, Jerold W., and Boyd, Lain D.
- Subjects
- *
PLASMA gases , *SIMULATION methods & models , *BOUNDARY element methods , *GREEN'S functions , *COULOMB potential , *LAGRANGIAN functions , *MECHANICS (Physics) , *OPTICS - Abstract
A common approach to modeling kinetic problems in plasma physics is to represent the plasma as a set of Lagrangian macro-particles which interact through long-range forces. In the well-known particle-in-cell (PIC) method, the particle charges are interpolated to a mesh and the fields are obtained using a fast Poisson solver. The advantage of this approach is that the electrostatic forces can be evaluated in time O(N log N), where N is the number of macro-particles, but the scheme has difficulty resolving steep gradients and handling nonconforming domains unless a sufficiently fine mesh is used. The current work describes a grid-free alternative, the boundary integral/treecode (BIT) method. Using Green's theorem, we express the solution to Poisson's equation as the sum of a volume integral and a boundary integral which are computed using particle discretizations. The treecode replaces particle-particle interactions by particle-cluster interactions which are evaluated by Taylor expansions. In addition, the Green's function is regularized and adaptive particle insertion is implemented to maintain resolution. Like PIC, the operation count is O(N log N), but BIT avoids using a regular grid, so it can potentially resolve steep gradients and handle complex domains more efficiently. We applied BIT to several bounded plasma problems including a one-dimensional (1-D) sheath in direct current (dc) discharges, 1-D virtual cathode, cold two-stream instability, two-dimensional (2-D) planar and cylindrical ion optics, and particle dynamics in a Penning-Malmberg trap. Some comparisons of BIT and PIC were performed. These results and ongoing work will be reviewed. [ABSTRACT FROM AUTHOR]
- Published
- 2006
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3. Surface-based geological reservoir modelling using grid-free NURBS curves and surfaces
- Author
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Gary J. Hampson, Carl Jacquemyn, and Matthew D. Jackson
- Subjects
Surface (mathematics) ,Mathematics, Interdisciplinary Applications ,Geochemistry & Geophysics ,Discretization ,0208 environmental biotechnology ,Geometry ,02 engineering and technology ,FLUID-FLOW ,010502 geochemistry & geophysics ,01 natural sciences ,Surface-based modelling ,DEGREE ELEVATION ,Mathematics (miscellaneous) ,Bounding overwatch ,SYSTEMS ,CONNECTIVITY ,ANALOG ,0102 Applied Mathematics ,RECONSTRUCTION ,Geosciences, Multidisciplinary ,0105 earth and related environmental sciences ,Parametric statistics ,Reservoir models ,Hydrogeology ,Science & Technology ,EFFECTIVE FLOW PROPERTIES ,Geology ,0914 Resources Engineering and Extractive Metallurgy ,Grid ,SHALLOW-MARINE RESERVOIRS ,SANDSTONES ,020801 environmental engineering ,Boundary representation ,NURBS ,0403 Geology ,Physical Sciences ,SIMULATION ,General Earth and Planetary Sciences ,Grid-free ,Wells ,Level of detail ,Mathematics - Abstract
Building geometrically realistic representations of geological heterogeneity in reservoir models is a challenging task that is limited by the inflexibility of pre-defined pillar or cornerpoint grids. The surface-based modelling workflow uses grid-free surfaces that allows efficient creation of geological models without the limitations of pre-defined grids. Surface-based reservoir modelling uses a boundary representation approach in which all heterogeneity of interest (structural, stratigraphic, sedimentological, diagenetic) is modelled by its bounding surfaces, independent of any grid. Volumes bounded by these surfaces are internally homogeneous and, thus, no additional facies or petrophysical modelling is performed within these geological domains and no grid or mesh discretisation is needed during modelling. Any heterogeneity to be modelled within such volumes is incorporated by adding surfaces. Surfaces and curves are modelled using a parametric non-uniform rational B-splines (NURBS) description. These surfaces are efficient to generate and manipulate, and allow fast creation of multiple realisations of geometrically realistic reservoir models. Multiple levels of surface hierarchy are introduced to allow modelling of all features of interest at the required level of detail; surfaces at one hierarchical level are constructed so as to truncate or conform to surfaces of a higher hierarchical level. This procedure requires the joining, terminating and stacking of surfaces to ensure that models contain “watertight” surface-bounded volumes. NURBS curves are used to represent well trajectories accurately, including multi-laterals or side-tracks. Once all surfaces and wells have been generated, they are combined into a reservoir model that takes into account geological relationships between surfaces and preserves realistic geometries.
- Published
- 2018
4. A Grid-Free Particle Method for Electrostatic Plasma Simulations
- Author
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MICHIGAN UNIV ANN ARBOR DEPT OF MATHEMATICS, Krasny, Robert, MICHIGAN UNIV ANN ARBOR DEPT OF MATHEMATICS, and Krasny, Robert
- Abstract
This grant provided support for a postdoc at the University of Michigan to assist in developing a grid-free particle method for electrostatic plasma simulations. The aim of the work is to substantially improve the accuracy and efficiency of these simulations. The proposed method is an alternative to traditional mesh-based methods such as particle-in-cell (PlC). In the new approach, the standard Eulerian formulation of the Vlasov-Poisson equation is replaced by a Lagrangian formulation in which the charge flow map is the key unknown quantity. Discretizing the Lagrangian formulation leads to a grid-free particle method. The investigators made progress in formulating and testing this approach. Numerical results are presented for the cold one-stream and two-stream instabilities. The method is especially well suited for tracking charge transport and resolving fine structures in phase space.
- Published
- 2007
5. A GRID-FREE LAGRANGIAN DILATATION ELEMENT METHOD WITH APPLICATION TO COMPRESSIBLE FLOW
- Author
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Shen, Jun and Shen, Jun
- Abstract
In the computational fluid dynamics research, grid-free methods are getting more attention as an alternative to traditional grid-based methods due to two important reasons. First, grid-free methods can be very easily adapted into applications involving complicated geometries. Secondly, they are less vulnerable to numerical diffusion introduced by spatial discretization than in grid-based schemes. A new grid-free Lagrangian dilatation element method for compressible flow has been developed in this research as an extension of incompressible vortex methods. It differs from grid-based numerical methods in a number of ways. The discretization is represented by a group of Lagrangian particles that are convected with the fluid flow velocities instead of a fixed spatial grid system. The velocity of the flow field, necessary in each time step to move the computational elements, is recovered from the dilatation distribution similar to the 'Biot-Savart' law used in incompressible vortex methods. The Fast Multi-pole Method (FMM) is used to speed up the process and reduce the cost from $O(N^2)$ down to $O(N\log N)$. Each computational particle carries physical properties such as dilatation, temperature, density and geometric volume. These properties are governed by the Lagrangian governing equations derived from the Navier-Stokes equations. While the computational elements are convected in the flow, their properties are updated by integrating their corresponding governing equations. The spatial derivatives appearing in the Lagrangian governing equations are evaluated by using moving least-square fitting. The implementation of several different boundary conditions has been developed in this research. The non-penetration wall boundary condition is implemented by adding a potential velocity field to that recovered from the dilatation elements so as to cancel the normal component at the wall. The zero-gradient of properties at the wall such as temperature and density is enforced by
- Published
- 2004
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