log = Lucee.logInfo
-- physical parameters
gasGamma = 1.4
Lx = 1.0
Ly = 1.0
-- resolution and time-stepping
NX = 32
NY = 32
cfl = 0.9
tStart = 0.0
tEnd = 10.0
nFrames = 10
------------------------------------------------
-- COMPUTATIONAL DOMAIN, DATA STRUCTURE, ETC. --
------------------------------------------------
-- decomposition object
decomp = DecompRegionCalc2D.CartGeneral {}
-- computational domain
grid = Grid.RectCart2D {
lower = {0.0, 0.0},
upper = {Lx, Ly},
cells = {NX, NY},
decomposition = decomp,
periodicDirs = {},
}
-- solution
q = DataStruct.Field2D {
onGrid = grid,
numComponents = 5,
ghost = {2, 2},
}
-- solution after update along X (ds algorithm)
qX = DataStruct.Field2D {
onGrid = grid,
numComponents = 5,
ghost = {2, 2},
}
-- final updated solution
qNew = DataStruct.Field2D {
onGrid = grid,
numComponents = 5,
ghost = {2, 2},
}
-- duplicate copy in case we need to take the step again
qDup = DataStruct.Field2D {
onGrid = grid,
numComponents = 5,
ghost = {2, 2},
}
qNewDup = DataStruct.Field2D {
onGrid = grid,
numComponents = 5,
ghost = {2, 2},
}
-- aliases to various sub-systems
fluid = q:alias(0, 5)
fluidX = qX:alias(0, 5)
fluidNew = qNew:alias(0, 5)
-----------------------
-- INITIAL CONDITION --
-----------------------
-- initial conditions
function init(x,y,z)
local rho = 1.0
local xc, yc = 0.5, 0.5
local beta = 50.0
local pr = 1.0 + 1e-1*math.exp(-beta*((x-xc)^2+(y-yc)^2))
return rho, 0.0, 0.0, 0.0, pr/(gasGamma-1)
end
------------------------
-- Boundary Condition --
------------------------
-- boundary applicator objects for fluids and fields
bcFluidCopy = BoundaryCondition.Copy { components = {0, 4} }
bcFluidWall = BoundaryCondition.ZeroNormal { components = {1, 2, 3} }
-- create boundary condition object
function createBc(myDir, myEdge)
local bc = Updater.Bc2D {
onGrid = grid,
-- boundary conditions to apply
boundaryConditions = {
bcFluidCopy, bcFluidWall,
},
-- direction to apply
dir = myDir,
-- edge to apply on
edge = myEdge,
}
return bc
end
-- create updaters to apply boundary conditions
bcLeft = createBc(0, "lower")
bcRight = createBc(0, "upper")
bcBottom = createBc(1, "lower")
bcTop = createBc(1, "upper")
-- function to apply boundary conditions to specified field
function applyBc(fld, tCurr, myDt)
local bcList = {bcLeft, bcRight, bcTop, bcBottom}
for i,bc in ipairs(bcList) do
bc:setOut( {fld} )
bc:advance(tCurr+myDt)
end
-- sync ghost cells
fld:sync()
end
----------------------
-- EQUATION SOLVERS --
----------------------
-- regular Euler equations
eulerEqn = HyperEquation.Euler {
gasGamma = gasGamma,
}
-- (Lax equations are used to fix negative pressure/density)
eulerLaxEqn = HyperEquation.Euler {
gasGamma = gasGamma,
numericalFlux = "lax",
}
-- ds solvers for regular Euler equations along X
fluidSlvrDir0 = Updater.WavePropagation2D {
onGrid = grid,
equation = eulerEqn,
-- one of no-limiter, min-mod, superbee,
-- van-leer, monotonized-centered, beam-warming
limiter = "monotonized-centered",
cfl = cfl,
cflm = 1.1*cfl,
updateDirections = {0} -- directions to update
}
-- ds solvers for regular Euler equations along Y
fluidSlvrDir1 = Updater.WavePropagation2D {
onGrid = grid,
equation = eulerEqn,
limiter = "monotonized-centered",
cfl = cfl,
cflm = 1.1*cfl,
updateDirections = {1}
}
-- ds solvers for Lax Euler equations along X
fluidLaxSlvrDir0 = Updater.WavePropagation2D {
onGrid = grid,
equation = eulerLaxEqn,
limiter = "zero",
cfl = cfl,
cflm = 1.1*cfl,
updateDirections = {0}
}
-- ds solvers for Lax Euler equations along Y
fluidLaxSlvrDir1 = Updater.WavePropagation2D {
onGrid = grid,
equation = eulerLaxEqn,
limiter = "zero",
cfl = cfl,
cflm = 1.1*cfl,
updateDirections = {1}
}
-- function to update the fluid and field using dimensional splitting
function updateFluidsAndField(tCurr, t)
local myStatus = true
local myDtSuggested = 1e3*math.abs(t-tCurr)
local useLaxSolver = false
-- X-direction updates
for i,slvr in ipairs({fluidSlvrDir0}) do
slvr:setCurrTime(tCurr)
local status, dtSuggested = slvr:advance(t)
myStatus = status and myStatus
myDtSuggested = math.min(myDtSuggested, dtSuggested)
end
if (myStatus == false) then
return myStatus, myDtSuggested, useLaxSolver
end
if (eulerEqn:checkInvariantDomain(fluidX) == false) then
useLaxSolver = true
end
if ((myStatus == false) or (useLaxSolver == true)) then
return myStatus, myDtSuggested, useLaxSolver
end
-- apply BCs to intermediate update after X sweep
applyBc(qX, tCurr, t-tCurr)
-- Y-direction updates
for i,slvr in ipairs({fluidSlvrDir1}) do
slvr:setCurrTime(tCurr)
local status, dtSuggested = slvr:advance(t)
myStatus = status and myStatus
myDtSuggested = math.min(myDtSuggested, dtSuggested)
end
if (eulerEqn:checkInvariantDomain(fluidNew) == false) then
useLaxSolver = true
end
return myStatus, myDtSuggested, useLaxSolver
end
-- function to take one time-step with Euler solver
function solveTwoFluidSystem(tCurr, t)
local dthalf = 0.5*(t-tCurr)
-- update fluids and fields
local status, dtSuggested, useLaxSolver = updateFluidsAndField(tCurr, t)
applyBc(qNew, tCurr, t-tCurr)
return status, dtSuggested,useLaxSolver
end
-- function to update the fluid and field using dimensional splitting Lax scheme
function updateFluidsAndFieldLax(tCurr, t)
local myStatus = true
local myDtSuggested = 1e3*math.abs(t-tCurr)
for i,slvr in ipairs({fluidLaxSlvrDir0}) do
slvr:setCurrTime(tCurr)
local status, dtSuggested = slvr:advance(t)
myStatus = status and myStatus
myDtSuggested = math.min(myDtSuggested, dtSuggested)
end
applyBc(qX, tCurr, t-tCurr)
-- Y-direction updates
for i,slvr in ipairs({fluidLaxSlvrDir1}) do
slvr:setCurrTime(tCurr)
local status, dtSuggested = slvr:advance(t)
myStatus = status and myStatus
myDtSuggested = math.min(myDtSuggested, dtSuggested)
end
return myStatus, myDtSuggested
end
-- function to take one time-step with Lax Euler solver
function solveTwoFluidLaxSystem(tCurr, t)
-- update fluids and fields
local status, dtSuggested = updateFluidsAndFieldLax(tCurr, t)
applyBc(qNew, tCurr, t-tCurr)
return status, dtSuggested
end
----------------------------
-- DIAGNOSIS AND DATA I/O --
----------------------------
-- dynvector to store fluid energy
fluidEnergy = DataStruct.DynVector { numComponents = 1 }
fluidEnergyCalc = Updater.IntegrateField2D {
onGrid = grid,
-- index of cell to record
integrand = function (rho, rhou, rhov, rhow, er)
return er
end,
}
fluidEnergyCalc:setIn( {fluid} )
fluidEnergyCalc:setOut( {fluidEnergy} )
-- compute diagnostic
function calcDiagnostics(tCurr, myDt)
for i,diag in ipairs({fluidEnergyCalc}) do
diag:setCurrTime(tCurr)
diag:advance(tCurr+myDt)
end
end
-- write data to H5 files
function writeFields(frame, t)
qNew:write( string.format("q_%d.h5", frame), t )
fluidEnergy:write( string.format("fluidEnergy_%d.h5", frame) )
end
----------------------------
-- TIME-STEPPING FUNCTION --
----------------------------
function runSimulation(tStart, tEnd, nFrames, initDt)
local frame = 1
local tFrame = (tEnd-tStart)/nFrames
local nextIOt = tFrame
local step = 1
local tCurr = tStart
local myDt = initDt
local status, dtSuggested
local useLaxSolver = false
-- the grand loop
while true do
-- copy q and qNew in case we need to take this step again
qDup:copy(q)
qNewDup:copy(qNew)
-- if needed adjust dt to hit tEnd exactly
if (tCurr+myDt > tEnd) then
myDt = tEnd-tCurr
end
-- advance fluids and fields
if (useLaxSolver) then
-- call Lax solver if positivity violated
log (string.format(" Taking step %5d at time %6g with dt %g (using Lax solvers)", step, tCurr, myDt))
status, dtSuggested = solveTwoFluidLaxSystem(tCurr, tCurr+myDt)
useLaxSolver = false
else
log (string.format(" Taking step %5d at time %6g with dt %g", step, tCurr, myDt))
status, dtSuggested, useLaxSolver = solveTwoFluidSystem(tCurr, tCurr+myDt)
end
if (status == false) then
-- time-step too large
log (string.format(" ** Time step %g too large! Will retake with dt %g", myDt, dtSuggested))
myDt = dtSuggested
qNew:copy(qNewDup)
q:copy(qDup)
elseif (useLaxSolver == true) then
-- negative density/pressure occured
log (string.format(" ** Negative pressure or density at %8g! Will retake step with Lax fluxes", tCurr+myDt))
q:copy(qDup)
qNew:copy(qNewDup)
else
-- check if a nan occured
if (qNew:hasNan()) then
log (string.format(" ** NaN occured at %g! Stopping simulation", tCurr))
break
end
-- compute diagnostics
calcDiagnostics(tCurr, myDt)
-- copy updated solution back
q:copy(qNew)
-- write out data
if (tCurr+myDt > nextIOt or tCurr+myDt >= tEnd) then
log (string.format(" Writing data at time %g (frame %d) ...\n", tCurr+myDt, frame))
writeFields(frame, tCurr+myDt)
frame = frame + 1
nextIOt = nextIOt + tFrame
step = 0
end
tCurr = tCurr + myDt
myDt = dtSuggested
step = step + 1
-- check if done
if (tCurr >= tEnd) then
break
end
end
end -- end of time-step loop
return dtSuggested
end
----------------------------
-- RUNNING THE SIMULATION --
----------------------------
-- setup initial condition
q:set(init)
-- set input/output arrays for various solvers
fluidSlvrDir0:setIn( {fluid} )
fluidSlvrDir0:setOut( {fluidX} )
fluidSlvrDir1:setIn( {fluidX} )
fluidSlvrDir1:setOut( {fluidNew} )
fluidLaxSlvrDir0:setIn( {fluid} )
fluidLaxSlvrDir0:setOut( {fluidX} )
fluidLaxSlvrDir1:setIn( {fluidX} )
fluidLaxSlvrDir1:setOut( {fluidNew} )
-- apply BCs on initial conditions
applyBc(q, 0.0, 0.0)
qNew:copy(q)
-- write initial conditions
calcDiagnostics(0.0, 0.0)
writeFields(0, 0.0)
initDt = 100.0
runSimulation(tStart, tEnd, nFrames, initDt)