xref: /libCEED/examples/fluids/README.md (revision e43605a54e412ac359ab4ac98a1e184675cb96e2)
1ccaff030SJeremy L Thompson## libCEED: Navier-Stokes Example
2ccaff030SJeremy L Thompson
3ccaff030SJeremy L ThompsonThis page provides a description of the Navier-Stokes example for the libCEED library, based on PETSc.
4ccaff030SJeremy L Thompson
5ccaff030SJeremy L ThompsonThe Navier-Stokes problem solves the compressible Navier-Stokes equations in three dimensions using an
6ccaff030SJeremy L Thompsonexplicit time integration. The state variables are mass density, momentum density, and energy density.
7ccaff030SJeremy L Thompson
8ccaff030SJeremy L ThompsonThe main Navier-Stokes solver for libCEED is defined in [`navierstokes.c`](navierstokes.c)
9ccaff030SJeremy L Thompsonwith different problem definitions according to the application of interest.
10ccaff030SJeremy L Thompson
11ccaff030SJeremy L ThompsonBuild by using
12ccaff030SJeremy L Thompson
13ccaff030SJeremy L Thompson`make`
14ccaff030SJeremy L Thompson
15ccaff030SJeremy L Thompsonand run with
16ccaff030SJeremy L Thompson
17ff6701fcSJed Brown`./navierstokes`
18ccaff030SJeremy L Thompson
19ccaff030SJeremy L ThompsonAvailable runtime options are:
20ccaff030SJeremy L Thompson
21ccaff030SJeremy L Thompson|  Option                               | Meaning                                                                                         |
2281f92cf0SLeila Ghaffari| :-------------------------------------| :-----------------------------------------------------------------------------------------------|
23ccaff030SJeremy L Thompson| `-ceed`                               | CEED resource specifier                                                                         |
24ccaff030SJeremy L Thompson| `-test`                               | Run in test mode                                                                                |
25*e43605a5SLeila Ghaffari| `-problem`                            | Problem to solve (`advection`, `advection2d`, `density_current`, or `euler_vortex`)             |
2681f92cf0SLeila Ghaffari| `-problem_advection_wind`             | Wind type in Advection (`rotation` or `translation`)                                            |
2781f92cf0SLeila Ghaffari| `-problem_advection_wind_translation` | Constant wind vector when `-problem_advection_wind translation`                                 |
28*e43605a5SLeila Ghaffari| `-problem_euler_mean_velocity`        | Constant mean velocity vector in `euler_vortex`                                                 |
29*e43605a5SLeila Ghaffari| `-vortex_strength`                    | Strength of vortex in `euler_vortex`                                                            |
30ccaff030SJeremy L Thompson| `-stab`                               | Stabilization method                                                                            |
31ccaff030SJeremy L Thompson| `-implicit`                           | Use implicit time integartor formulation                                                        |
32ccaff030SJeremy L Thompson| `-bc_wall`                            | Use wall boundary conditions on this list of faces                                              |
33ccaff030SJeremy L Thompson| `-bc_slip_x`                          | Use slip boundary conditions, for the x component, on this list of faces                        |
34ccaff030SJeremy L Thompson| `-bc_slip_y`                          | Use slip boundary conditions, for the y component, on this list of faces                        |
35ccaff030SJeremy L Thompson| `-bc_slip_z`                          | Use slip boundary conditions, for the z component, on this list of faces                        |
36ccaff030SJeremy L Thompson| `-viz_refine`                         | Use regular refinement for visualization                                                        |
37ff6701fcSJed Brown| `-degree`                             | Polynomial degree of tensor product basis (must be >= 1)                                        |
38ccaff030SJeremy L Thompson| `-units_meter`                        | 1 meter in scaled length units                                                                  |
39ccaff030SJeremy L Thompson| `-units_second`                       | 1 second in scaled time units                                                                   |
40ccaff030SJeremy L Thompson| `-units_kilogram`                     | 1 kilogram in scaled mass units                                                                 |
41ccaff030SJeremy L Thompson| `-units_Kelvin`                       | 1 Kelvin in scaled temperature units                                                            |
42ccaff030SJeremy L Thompson| `-theta0`                             | Reference potential temperature                                                                 |
43ccaff030SJeremy L Thompson| `-thetaC`                             | Perturbation of potential temperature                                                           |
44ccaff030SJeremy L Thompson| `-P0`                                 | Atmospheric pressure                                                                            |
4516c0476cSLeila Ghaffari| `-E_wind`                             | Total energy of inflow wind                                                                     |
46ccaff030SJeremy L Thompson| `-N`                                  | Brunt-Vaisala frequency                                                                         |
47ccaff030SJeremy L Thompson| `-cv`                                 | Heat capacity at constant volume                                                                |
48ccaff030SJeremy L Thompson| `-cp`                                 | Heat capacity at constant pressure                                                              |
49ccaff030SJeremy L Thompson| `-g`                                  | Gravitational acceleration                                                                      |
50ccaff030SJeremy L Thompson| `-lambda`                             | Stokes hypothesis second viscosity coefficient                                                  |
51ccaff030SJeremy L Thompson| `-mu`                                 | Shear dynamic viscosity coefficient                                                             |
52ccaff030SJeremy L Thompson| `-k`                                  | Thermal conductivity                                                                            |
53ccaff030SJeremy L Thompson| `-CtauS`                              | Scale coefficient for stabilization tau (nondimensional)                                        |
54ccaff030SJeremy L Thompson| `-strong_form`                        | Strong (1) or weak/integrated by parts (0) advection residual                                   |
55ccaff030SJeremy L Thompson| `-lx`                                 | Length scale in x direction                                                                     |
56ccaff030SJeremy L Thompson| `-ly`                                 | Length scale in y direction                                                                     |
57ccaff030SJeremy L Thompson| `-lz`                                 | Length scale in z direction                                                                     |
58ccaff030SJeremy L Thompson| `-rc`                                 | Characteristic radius of thermal bubble                                                         |
59ccaff030SJeremy L Thompson| `-resx`                               | Resolution in x                                                                                 |
60ccaff030SJeremy L Thompson| `-resy`                               | Resolution in y                                                                                 |
61ccaff030SJeremy L Thompson| `-resz`                               | Resolution in z                                                                                 |
62ccaff030SJeremy L Thompson| `-center`                             | Location of bubble center                                                                       |
63ccaff030SJeremy L Thompson| `-dc_axis`                            | Axis of density current cylindrical anomaly, or {0,0,0} for spherically symmetric               |
64ccaff030SJeremy L Thompson| `-output_freq`                        | Frequency of output, in number of steps                                                         |
65ccaff030SJeremy L Thompson| `-continue`                           | Continue from previous solution                                                                 |
66ccaff030SJeremy L Thompson| `-degree`                             | Polynomial degree of tensor product basis                                                       |
67ccaff030SJeremy L Thompson| `-qextra`                             | Number of extra quadrature points                                                               |
6881f92cf0SLeila Ghaffari| `-qextra_boundary`                    | Number of extra quadrature points on in/outflow faces                                           |
69d99129b9SLeila Ghaffari| `-output_dir`                         | Output directory                                                                                |
70ccaff030SJeremy L Thompson
71c063f476SvaleriabarraFor the case of a square/cubic mesh, the list of face indices to be used with `-bc_wall` and/or `-bc_slip_x`,
72ed1c75c9SLeila Ghaffari`-bc_slip_y`, and `-bc_slip_z` are:
73c063f476Svaleriabarra
74c063f476Svaleriabarra* 2D:
75c063f476Svaleriabarra  - faceMarkerBottom = 1;
76c063f476Svaleriabarra  - faceMarkerRight  = 2;
77c063f476Svaleriabarra  - faceMarkerTop    = 3;
78c063f476Svaleriabarra  - faceMarkerLeft   = 4;
79c063f476Svaleriabarra* 3D:
80c063f476Svaleriabarra  - faceMarkerBottom = 1;
81c063f476Svaleriabarra  - faceMarkerTop    = 2;
82c063f476Svaleriabarra  - faceMarkerFront  = 3;
83c063f476Svaleriabarra  - faceMarkerBack   = 4;
84c063f476Svaleriabarra  - faceMarkerRight  = 5;
85c063f476Svaleriabarra  - faceMarkerLeft   = 6;
86ccaff030SJeremy L Thompson
87ccaff030SJeremy L Thompson### Advection
88ccaff030SJeremy L Thompson
89ccaff030SJeremy L ThompsonThis problem solves the convection (advection) equation for the total (scalar) energy density,
90ccaff030SJeremy L Thompsontransported by the (vector) velocity field.
91ccaff030SJeremy L Thompson
92ccaff030SJeremy L ThompsonThis is 3D advection given in two formulations based upon the weak form.
93ccaff030SJeremy L Thompson
94ccaff030SJeremy L ThompsonState Variables:
95ccaff030SJeremy L Thompson
96ccaff030SJeremy L Thompson   *q = ( rho, U<sub>1</sub>, U<sub>2</sub>, U<sub>3</sub>, E )*
97ccaff030SJeremy L Thompson
98ccaff030SJeremy L Thompson   *rho* - Mass Density
99ccaff030SJeremy L Thompson
100ccaff030SJeremy L Thompson   *U<sub>i</sub>*  - Momentum Density    ,   *U<sub>i</sub> = rho ui*
101ccaff030SJeremy L Thompson
102ccaff030SJeremy L Thompson   *E*   - Total Energy Density,   *E  = rho Cv T + rho (u u) / 2 + rho g z*
103ccaff030SJeremy L Thompson
104ccaff030SJeremy L ThompsonAdvection Equation:
105ccaff030SJeremy L Thompson
106ccaff030SJeremy L Thompson   *dE/dt + div( E _u_ ) = 0*
107ccaff030SJeremy L Thompson
108ccaff030SJeremy L Thompson#### Initial Conditions
109ccaff030SJeremy L Thompson
110ccaff030SJeremy L ThompsonMass Density:
111ccaff030SJeremy L Thompson    Constant mass density of 1.0
112ccaff030SJeremy L Thompson
113ccaff030SJeremy L ThompsonMomentum Density:
114ccaff030SJeremy L Thompson    Rotational field in x,y with no momentum in z
115ccaff030SJeremy L Thompson
116ccaff030SJeremy L ThompsonEnergy Density:
117ccaff030SJeremy L Thompson    Maximum of 1. x0 decreasing linearly to 0. as radial distance increases
118ccaff030SJeremy L Thompson    to 1/8, then 0. everywhere else
119ccaff030SJeremy L Thompson
120ccaff030SJeremy L Thompson#### Boundary Conditions
121ccaff030SJeremy L Thompson
122ccaff030SJeremy L ThompsonMass Density:
123ccaff030SJeremy L Thompson    0.0 flux
124ccaff030SJeremy L Thompson
125ccaff030SJeremy L ThompsonMomentum Density:
126ccaff030SJeremy L Thompson    0.0
127ccaff030SJeremy L Thompson
128ccaff030SJeremy L ThompsonEnergy Density:
129ccaff030SJeremy L Thompson    0.0 flux
130ccaff030SJeremy L Thompson
131*e43605a5SLeila Ghaffari### Euler Traveling Vortex
132*e43605a5SLeila Ghaffari
133*e43605a5SLeila GhaffariThis problem solves the 3D Euler equations for vortex evolution provided
134*e43605a5SLeila Ghaffariin On the Order of Accuracy and Numerical Performance of Two Classes of
135*e43605a5SLeila GhaffariFinite Volume WENO Schemes, Zhang, Zhang, and Shu (2011).
136*e43605a5SLeila Ghaffari
137*e43605a5SLeila GhaffariState Variables:
138*e43605a5SLeila Ghaffari
139*e43605a5SLeila Ghaffari   *q = ( rho, U<sub>1</sub>, U<sub>2</sub>, U<sub>3</sub>, E )*
140*e43605a5SLeila Ghaffari
141*e43605a5SLeila Ghaffari   *rho* - Mass Density
142*e43605a5SLeila Ghaffari
143*e43605a5SLeila Ghaffari   *U<sub>i</sub>*  - Momentum Density   ,  *U<sub>i</sub> = rho u<sub>i</sub>*
144*e43605a5SLeila Ghaffari
145*e43605a5SLeila Ghaffari   *E*   - Total Energy Density,  *E  = P / (gamma - 1) + rho (u u) / 2*
146*e43605a5SLeila Ghaffari
147*e43605a5SLeila GhaffariEuler Equations:
148*e43605a5SLeila Ghaffari
149*e43605a5SLeila Ghaffari   *drho/dt + div( U )                               = 0*
150*e43605a5SLeila Ghaffari
151*e43605a5SLeila Ghaffari   *dU/dt   + div( rho (u x u) + P I<sub>3</sub> )   = 0*
152*e43605a5SLeila Ghaffari
153*e43605a5SLeila Ghaffari   *dE/dt   + div( (E + P) u )                       = 0*
154*e43605a5SLeila Ghaffari
155*e43605a5SLeila GhaffariConstants:
156*e43605a5SLeila Ghaffari
157*e43605a5SLeila Ghaffari   *c<sub>v</sub>*              ,  Specific heat, constant volume
158*e43605a5SLeila Ghaffari
159*e43605a5SLeila Ghaffari   *c<sub>p</sub>*              ,  Specific heat, constant pressure
160*e43605a5SLeila Ghaffari
161*e43605a5SLeila Ghaffari   *gamma  = c<sub>p</sub> / c<sub>v</sub>*,  Specific heat ratio
162*e43605a5SLeila Ghaffari
163*e43605a5SLeila Ghaffari   *epsilon*                    ,  Vortex Strength
164*e43605a5SLeila Ghaffari
165*e43605a5SLeila Ghaffari#### Initial Conditions
166*e43605a5SLeila Ghaffari
167*e43605a5SLeila GhaffariTemperature:
168*e43605a5SLeila Ghaffari
169*e43605a5SLeila Ghaffari   *T   = 1 - (gamma - 1) epsilon^2 exp(1 - r^2) / (8 gamma pi^2)*
170*e43605a5SLeila Ghaffari
171*e43605a5SLeila GhaffariEntropy:
172*e43605a5SLeila Ghaffari
173*e43605a5SLeila Ghaffari   *S = 1* , Constant entropy
174*e43605a5SLeila Ghaffari
175*e43605a5SLeila GhaffariDensity:
176*e43605a5SLeila Ghaffari
177*e43605a5SLeila Ghaffari   *rho = (T/S)^(1 / (gamma - 1))*
178*e43605a5SLeila Ghaffari
179*e43605a5SLeila GhaffariPressure:
180*e43605a5SLeila Ghaffari
181*e43605a5SLeila Ghaffari   *P = rho T*
182*e43605a5SLeila Ghaffari
183*e43605a5SLeila GhaffariVelocity:
184*e43605a5SLeila Ghaffari
185*e43605a5SLeila Ghaffari   *u<sub>i</sub>  = 1 + epsilon exp((1 - r^2)/2) [yc - y, x - xc, 0] / (2 pi)*
186*e43605a5SLeila Ghaffari
187*e43605a5SLeila Ghaffari   *r        = sqrt( (x - xc)^2 + (y - yc)^2 )*
188*e43605a5SLeila Ghaffari    with *(xc,yc)* center of the xy-plane in the domain
189*e43605a5SLeila Ghaffari
190*e43605a5SLeila Ghaffari#### Boundary Conditions
191*e43605a5SLeila Ghaffari
192*e43605a5SLeila GhaffariFor this problem, in/outflow BCs are implemented where the validity of the weak
193*e43605a5SLeila Ghaffariform of the governing equations is extended to the outflow.
194*e43605a5SLeila GhaffariFor the inflow fluxes, prescribed T_inlet and P_inlet are converted to
195*e43605a5SLeila Ghaffariconservative variables and applied weakly.
196*e43605a5SLeila Ghaffari
197ccaff030SJeremy L Thompson### Density Current
198ccaff030SJeremy L Thompson
199ccaff030SJeremy L ThompsonThis problem solves the full compressible Navier-Stokes equations, using
200ccaff030SJeremy L Thompsonoperator composition and design of coupled solvers in the context of atmospheric
201ccaff030SJeremy L Thompsonmodeling. This problem uses the formulation given in Semi-Implicit Formulations
202ccaff030SJeremy L Thompsonof the Navier-Stokes Equations: Application to Nonhydrostatic Atmospheric Modeling,
203ccaff030SJeremy L ThompsonGiraldo, Restelli, and Lauter (2010).
204ccaff030SJeremy L Thompson
205ccaff030SJeremy L ThompsonThe 3D compressible Navier-Stokes equations are formulated in conservation form with state
206ccaff030SJeremy L Thompsonvariables of density, momentum density, and total energy density.
207ccaff030SJeremy L Thompson
208ccaff030SJeremy L ThompsonState Variables:
209ccaff030SJeremy L Thompson
210ccaff030SJeremy L Thompson   *q = ( rho, U<sub>1</sub>, U<sub>2</sub>, U<sub>3</sub>, E )*
211ccaff030SJeremy L Thompson
212ccaff030SJeremy L Thompson   *rho* - Mass Density
213ccaff030SJeremy L Thompson
214ccaff030SJeremy L Thompson   *U<sub>i</sub>*  - Momentum Density   ,  *U<sub>i</sub> = rho u<sub>i</sub>*
215ccaff030SJeremy L Thompson
216ccaff030SJeremy L Thompson   *E*   - Total Energy Density,  *E  = rho c<sub>v</sub> T + rho (u u) / 2 + rho g z*
217ccaff030SJeremy L Thompson
218ccaff030SJeremy L ThompsonNavier-Stokes Equations:
219ccaff030SJeremy L Thompson
220ccaff030SJeremy L Thompson   *drho/dt + div( U )                               = 0*
221ccaff030SJeremy L Thompson
222ccaff030SJeremy L Thompson   *dU/dt   + div( rho (u x u) + P I<sub>3</sub> ) + rho g khat = div( F<sub>u</sub> )*
223ccaff030SJeremy L Thompson
224ccaff030SJeremy L Thompson   *dE/dt   + div( (E + P) u )                       = div( F<sub>e</sub> )*
225ccaff030SJeremy L Thompson
226ccaff030SJeremy L ThompsonViscous Stress:
227ccaff030SJeremy L Thompson
228ccaff030SJeremy L Thompson   *F<sub>u</sub> = mu (grad( u ) + grad( u )^T + lambda div ( u ) I<sub>3</sub>)*
229ccaff030SJeremy L Thompson
230ccaff030SJeremy L ThompsonThermal Stress:
231ccaff030SJeremy L Thompson
232ccaff030SJeremy L Thompson   *F<sub>e</sub> = u F<sub>u</sub> + k grad( T )*
233ccaff030SJeremy L Thompson
234ccaff030SJeremy L ThompsonEquation of State:
235ccaff030SJeremy L Thompson
236ccaff030SJeremy L Thompson   *P = (gamma - 1) (E - rho (u u) / 2 - rho g z)*
237ccaff030SJeremy L Thompson
238ccaff030SJeremy L ThompsonTemperature:
239ccaff030SJeremy L Thompson
240ccaff030SJeremy L Thompson   *T = (E / rho - (u u) / 2 - g z) / c<sub>v</sub>*
241ccaff030SJeremy L Thompson
242ccaff030SJeremy L ThompsonConstants:
243ccaff030SJeremy L Thompson
244ccaff030SJeremy L Thompson   *lambda = - 2 / 3*,  From Stokes hypothesis
245ccaff030SJeremy L Thompson
246ccaff030SJeremy L Thompson   *mu*              ,  Dynamic viscosity
247ccaff030SJeremy L Thompson
248ccaff030SJeremy L Thompson   *k*               ,  Thermal conductivity
249ccaff030SJeremy L Thompson
250ccaff030SJeremy L Thompson   *c<sub>v</sub>*              ,  Specific heat, constant volume
251ccaff030SJeremy L Thompson
252ccaff030SJeremy L Thompson   *c<sub>p</sub>*              ,  Specific heat, constant pressure
253ccaff030SJeremy L Thompson
254ccaff030SJeremy L Thompson   *g*               ,  Gravity
255ccaff030SJeremy L Thompson
256ccaff030SJeremy L Thompson   *gamma  = c<sub>p</sub> / c<sub>v</sub>*,  Specific heat ratio
257ccaff030SJeremy L Thompson
258ccaff030SJeremy L Thompson#### Initial Conditions
259ccaff030SJeremy L Thompson
260ccaff030SJeremy L ThompsonPotential Temperature:
261ccaff030SJeremy L Thompson
262ccaff030SJeremy L Thompson   *theta = thetabar + deltatheta*
263ccaff030SJeremy L Thompson
264ccaff030SJeremy L Thompson   *thetabar   = theta0 exp( N * * 2 z / g )*
265ccaff030SJeremy L Thompson
266ccaff030SJeremy L Thompson   *deltatheta =
267ccaff030SJeremy L Thompson        r <= rc : theta0(1 + cos(pi r)) / 2
268ccaff030SJeremy L Thompson        r > rc : 0*
269ccaff030SJeremy L Thompson
270ccaff030SJeremy L Thompson   *r        = sqrt( (x - xc) * * 2 + (y - yc) * * 2 + (z - zc) * * 2 )*
271ccaff030SJeremy L Thompson    with *(xc,yc,zc)* center of domain
272ccaff030SJeremy L Thompson
273ccaff030SJeremy L ThompsonExner Pressure:
274ccaff030SJeremy L Thompson
275ccaff030SJeremy L Thompson   *Pi = Pibar + deltaPi*
276ccaff030SJeremy L Thompson
277ccaff030SJeremy L Thompson   *Pibar      = g * * 2 (exp( - N * * 2 z / g ) - 1) / (cp theta0 N * * 2)*
278ccaff030SJeremy L Thompson
279ccaff030SJeremy L Thompson   *deltaPi    = 0* (hydrostatic balance)
280ccaff030SJeremy L Thompson
281ccaff030SJeremy L ThompsonVelocity/Momentum Density:
282ccaff030SJeremy L Thompson
283ccaff030SJeremy L Thompson   *U<sub>i</sub> = u<sub>i</sub> = 0*
284ccaff030SJeremy L Thompson
285ccaff030SJeremy L ThompsonConversion to Conserved Variables:
286ccaff030SJeremy L Thompson
287ccaff030SJeremy L Thompson   *rho = P0 Pi**(c<sub>v</sub>/R<sub>d</sub>) / (R<sub>d</sub> theta)*
288ccaff030SJeremy L Thompson
289ccaff030SJeremy L Thompson   *E   = rho (c<sub>v</sub> theta Pi + (u u)/2 + g z)*
290ccaff030SJeremy L Thompson
291ccaff030SJeremy L ThompsonConstants:
292ccaff030SJeremy L Thompson
293ccaff030SJeremy L Thompson   *theta0*          ,  Potential temperature constant
294ccaff030SJeremy L Thompson
295ccaff030SJeremy L Thompson   *thetaC*          ,  Potential temperature perturbation
296ccaff030SJeremy L Thompson
297ccaff030SJeremy L Thompson   *P0*              ,  Pressure at the surface
298ccaff030SJeremy L Thompson
299ccaff030SJeremy L Thompson   *N*               ,  Brunt-Vaisala frequency
300ccaff030SJeremy L Thompson
301ccaff030SJeremy L Thompson   *c<sub>v</sub>*              ,  Specific heat, constant volume
302ccaff030SJeremy L Thompson
303ccaff030SJeremy L Thompson   *c<sub>p</sub>*              ,  Specific heat, constant pressure
304ccaff030SJeremy L Thompson
305ccaff030SJeremy L Thompson   *R<sub>d</sub>*     = c<sub>p</sub> - c<sub>v</sub>,  Specific heat difference
306ccaff030SJeremy L Thompson
307ccaff030SJeremy L Thompson   *g*               ,  Gravity
308ccaff030SJeremy L Thompson
309ccaff030SJeremy L Thompson   *r<sub>c</sub>*              ,  Characteristic radius of thermal bubble
310ccaff030SJeremy L Thompson
311ccaff030SJeremy L Thompson   *l<sub>x</sub>*              ,  Characteristic length scale of domain in x
312ccaff030SJeremy L Thompson
313ccaff030SJeremy L Thompson   *l<sub>y</sub>*              ,  Characteristic length scale of domain in y
314ccaff030SJeremy L Thompson
315ccaff030SJeremy L Thompson   *l<sub>z</sub>*              ,  Characteristic length scale of domain in z
316ccaff030SJeremy L Thompson
317ccaff030SJeremy L Thompson
318ccaff030SJeremy L Thompson#### Boundary Conditions
319ccaff030SJeremy L Thompson
320ccaff030SJeremy L ThompsonMass Density:
321ccaff030SJeremy L Thompson    0.0 flux
322ccaff030SJeremy L Thompson
323ccaff030SJeremy L ThompsonMomentum Density:
324ccaff030SJeremy L Thompson    0.0
325ccaff030SJeremy L Thompson
326ccaff030SJeremy L ThompsonEnergy Density:
327ccaff030SJeremy L Thompson    0.0 flux
328ccaff030SJeremy L Thompson
329ccaff030SJeremy L Thompson### Time Discretization
330ccaff030SJeremy L Thompson
331c063f476SvaleriabarraFor all different problems, the time integration is performed with an explicit
332c063f476Svaleriabarraor implicit formulation.
333ccaff030SJeremy L Thompson
334ccaff030SJeremy L Thompson### Space Discretization
335ccaff030SJeremy L Thompson
336ccaff030SJeremy L ThompsonThe geometric factors and coordinate transformations required for the integration of the weak form
337ccaff030SJeremy L Thompsonare described in the file [`common.h`](common.h)
338