From 77ee618b3212527c170bb6765e0d208d763fe820 Mon Sep 17 00:00:00 2001
From: Timo Koch <timo.koch@iws.uni-stuttgart.de>
Date: Fri, 26 Feb 2021 18:39:21 +0100
Subject: [PATCH] [example][1ptracer] Use library-independent portable random
distribution
---
examples/1ptracer/spatialparams_1p.hh | 16 +-
.../test_1ptracer_pressure-reference.vtu | 832 +++----
.../test_1ptracer_transport-reference.vtu | 2086 ++++++++---------
3 files changed, 1472 insertions(+), 1462 deletions(-)
diff --git a/examples/1ptracer/spatialparams_1p.hh b/examples/1ptracer/spatialparams_1p.hh
index 2f0d2a5a5e..23dea243ba 100644
--- a/examples/1ptracer/spatialparams_1p.hh
+++ b/examples/1ptracer/spatialparams_1p.hh
@@ -32,7 +32,13 @@
// In this example, we use a randomly generated and element-wise distributed
// permeability field. For this, we use the random number generation facilities
// provided by the C++ standard library.
+// Dumux additionally implements some simpler but
+// standard-library-implementation-independent random distributions
+// that are accurate enough for our purposes
+// but allow to generate reproducible and portable random fields (when using a constant seed)
+// for testing purposes.
#include <random>
+#include <dumux/common/random.hh>
// We include the spatial parameters class for single-phase models discretized
// by finite volume schemes, from which the spatial parameters defined for this
@@ -88,15 +94,19 @@ public:
// Furthermore, the position of the lens, which is defined by the position of the lower left and the upper right corners, are obtained from the input file.
lensLowerLeft_ = getParam<GlobalPosition>("SpatialParams.LensLowerLeft");
- lensUpperRight_ =getParam<GlobalPosition>("SpatialParams.LensUpperRight");
+ lensUpperRight_ = getParam<GlobalPosition>("SpatialParams.LensUpperRight");
// We generate random fields for the permeability using lognormal distributions,
// with `permeability_` as mean value and 10 % of it as standard deviation.
// A separate distribution is used for the lens using `permeabilityLens_`.
// A permeability value is created for each element of the grid and is stored in the vector `K_`.
+ // For a "truly" random field (different every time we execute) the seed `0` for the
+ // Mersenne-Twister pseudo-random-number generator should be replaced
+ // by `std::random_device{}()`. For unbiased high-quality distributions (usually not needed)
+ // replace `Dumux::SimpleLogNormalDistribution` by `std::lognormal_distribution`.
std::mt19937 rand(0);
- std::lognormal_distribution<Scalar> K(std::log(permeability_), std::log(permeability_)*0.1);
- std::lognormal_distribution<Scalar> KLens(std::log(permeabilityLens_), std::log(permeabilityLens_)*0.1);
+ Dumux::SimpleLogNormalDistribution<Scalar> K(std::log(permeability_), std::log(permeability_)*0.1);
+ Dumux::SimpleLogNormalDistribution<Scalar> KLens(std::log(permeabilityLens_), std::log(permeabilityLens_)*0.1);
// loop over all elements and compute a permeability value
for (const auto& element : elements(gridGeometry->gridView()))
diff --git a/test/references/test_1ptracer_pressure-reference.vtu b/test/references/test_1ptracer_pressure-reference.vtu
index 1ecb15fa61..2e98f6e696 100644
--- a/test/references/test_1ptracer_pressure-reference.vtu
+++ b/test/references/test_1ptracer_pressure-reference.vtu
@@ -4,426 +4,426 @@
<Piece NumberOfCells="2500" NumberOfPoints="2601">
<CellData Scalars="p">
<DataArray type="Float32" Name="p" NumberOfComponents="1" format="ascii">
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diff --git a/test/references/test_1ptracer_transport-reference.vtu b/test/references/test_1ptracer_transport-reference.vtu
index df545f0c5e..3ac0c3ac19 100644
--- a/test/references/test_1ptracer_transport-reference.vtu
+++ b/test/references/test_1ptracer_transport-reference.vtu
@@ -4,426 +4,426 @@
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