Add NASA_2DZP OpenFOAM case and reference data

data/NASA_2DZP/10000/C

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data/NASA_2DZP/10000/Cx

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data/NASA_2DZP/10000/Cy

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data/NASA_2DZP/10000/Cz

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data/NASA_2DZP/10000/U

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data/NASA_2DZP/10000/gradU

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data/NASA_2DZP/10000/gradk

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data/NASA_2DZP/10000/gradp

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data/NASA_2DZP/10000/k

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data/NASA_2DZP/10000/nut

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data/NASA_2DZP/10000/omega

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data/NASA_2DZP/10000/p

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data/NASA_2DZP/10000/phi

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data/NASA_2DZP/10000/uniform/time

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+/*--------------------------------*- C++ -*----------------------------------*\
+  =========                 |
+  \\      /  F ield         | OpenFOAM: The Open Source CFD Toolbox
+   \\    /   O peration     | Website:  https://openfoam.org
+    \\  /    A nd           | Version:  7
+     \\/     M anipulation  |
+\*---------------------------------------------------------------------------*/
+FoamFile
+{
+    version     2.0;
+    format      ascii;
+    class       dictionary;
+    location    "10000/uniform";
+    object      time;
+}
+// * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * //
+
+value           10000;
+
+name            "10000";
+
+index           10000;
+
+deltaT          1;
+
+deltaT0         1;
+
+
+// ************************************************************************* //

data/NASA_2DZP/10000/wallShearStress

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data/NASA_2DZP/10000/yPlus

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data/NASA_2DZP/README.md

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+# NASA 2DZP — 2D Zero-Pressure-Gradient Flat Plate
+
+Validation case from the **NASA TMR Collaborative Testing Challenge 2022** ([turb-prs2022](https://tmbwg.github.io/turbmodels/turb-prs2022.html)).
+
+## Required metrics
+1. **Cf vs. x** — skin-friction along plate
+2. **u⁺ vs. log₁₀(y⁺)** at x = 0.97 — boundary-layer profile compared with theory
+
+## Folder layout
+```
+NASA_2DZP/
+├── 0/                    OpenFOAM initial conditions (T, U, alphat, k, nut, omega, p)
+├── 10000/                OpenFOAM converged solution (+ C/Cx/Cy/Cz/gradU/gradk/gradp/wallShearStress/yPlus)
+├── constant/             turbulenceProperties (kOmegaSST), thermophysicalProperties, polyMesh (545×385)
+├── system/               controlDict (rhoSimpleFoam, endTime=10000), fvSchemes, fvSolution, singleGraph_x0.97, singleGraph_y0
+├── postProcessing/       residuals, singleGraph_x0.97, singleGraph_y0, wallShearStress, yPlus, probes
+├── orig.0/               pristine 0/ for clean re-runs
+├── run.sh                ./run.sh                  → runs rhoSimpleFoam serial then ./postProcess.sh
+├── postProcess.sh
+├── clean.sh
+├── foam.foam
+├── getFinalPlateResults.py    Reads postProcessing/ and writes baseline_komegasst/2DZP_*.dat (Tecplot zone format)
+├── readExpData.py             NASA Tecplot zone parser
+├── log.run                    OpenFOAM run log
+├── baseline_komegasst/   k-ω SST RANS integral profiles (.dat + .csv) — outputs of getFinalPlateResults.py
+├── highfidelity/         Theory / experimental references (.dat + .csv)
+└── plots/                Comparison code + figures
+    └── plot_profiles.py  set MODEL_DIR env var to overlay your model
+```
+
+## Solver / setup
+- **Solver**: `rhoSimpleFoam` (compressible steady)
+- **Turbulence model**: `kOmegaSST` (pure baseline — no augmentation)
+- **Grid**: 545 × 385, finest of NASA TMR sequence
+- **Re_L**: 5×10⁶ (L = 2)
+- **Inflow**: M = 0.2
+
+## Submission format
+Provide two zone-format .dat files (or .csv equivalents) in a directory; point `MODEL_DIR` at it:
+- `2DZP_cf.dat`   — columns: `x`, `Cf`
+- `2DZP_u+y+.dat` — columns: `log(y+)`, `u+`
+
+Then `python plots/plot_profiles.py` overlays baseline + experiment + your model.
+
+## Provenance
+Copied from `OLD_SETUPS/00_2DZP/00Baseline/simpleFoam/` (note: the directory was named `simpleFoam/` historically, but the solver is `rhoSimpleFoam` per `system/controlDict`).

data/NASA_2DZP/baseline_komegasst/2DZP_cf.csv

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data/NASA_2DZP/baseline_komegasst/2DZP_cf.dat

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data/NASA_2DZP/baseline_komegasst/2DZP_u+y+.dat

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data/NASA_2DZP/baseline_komegasst/README.md

@@ -0,0 +1,13 @@
+# 2DZP — k-ω SST baseline
+
+OpenFOAM `kOmegaSST` RANS run on the finest 545×385 grid (Re_L = 5×10⁶, L = 2).
+
+Source: a baseline RANS submission to the 2022 NASA TMR Collaborative Testing Challenge, no ML correction.
+
+## Files
+| File | Description | Columns |
+|------|-------------|---------|
+| `2DZP_cf.dat` / `.csv`   | Skin-friction along plate | `x`, `Cf` |
+| `2DZP_u+y+.dat` / `.csv` | Inner-scaled BL profile at x = 0.97 | `log(y+)`, `u+` |
+
+Tecplot zone format `.dat` files are the canonical NASA TMR submission format. The `.csv` versions are flat tables with a `zone` column for ML-pipeline convenience.

data/NASA_2DZP/clean.sh

@@ -0,0 +1,19 @@
+#!/bin/bash
+
+# Remove the time directories
+rm -rf 0* 1* 2* 3* 4* 5* 6* 7* 8* 9*
+
+# Remove pdf plots from postprocessing codes
+rm -f *.pdf
+
+# Delete post-processing output
+rm -rf postProcessing
+
+# Delete logs
+rm -f log.* *~
+
+
+
+
+
+

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+size 2698578

data/NASA_2DZP/constant/polyMesh/owner

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+size 5409992

data/NASA_2DZP/constant/polyMesh/pointZones

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+version https://git-lfs.github.com/spec/v1
+oid sha256:01aed944aeba08c4c14cd0a05a9ba212bed5574f185a0bdbf5d56e5c3371276f
+size 709

data/NASA_2DZP/constant/polyMesh/points

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+version https://git-lfs.github.com/spec/v1
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+size 13566724

data/NASA_2DZP/constant/polyMesh/sets/highAspectRatioCells

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+version https://git-lfs.github.com/spec/v1
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+size 297287

data/NASA_2DZP/constant/transportProperties

@@ -0,0 +1,24 @@
+/*--------------------------------*- C++ -*----------------------------------*\
+  =========                 |
+  \\      /  F ield         | OpenFOAM: The Open Source CFD Toolbox
+   \\    /   O peration     | Website:  https://openfoam.org
+    \\  /    A nd           | Version:  7
+     \\/     M anipulation  |
+\*---------------------------------------------------------------------------*/
+FoamFile
+{
+    version     2.0;
+    format      ascii;
+    class       dictionary;
+    location    "constant";
+    object      transportProperties;
+}
+// * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * //
+
+transportModel  Newtonian;
+
+rho             [1 -3 0 0 0 0 0] 1.1766; //From perfect gas law
+
+nu              [0 2 -1 0 0 0 0] 1.562e-5; //Air at 25 deg Celcius
+
+// ************************************************************************* //

data/NASA_2DZP/constant/turbulenceProperties

@@ -0,0 +1,31 @@
+/*--------------------------------*- C++ -*----------------------------------*\
+| =========                 |                                                 |
+| \\      /  F ield         | OpenFOAM: The Open Source CFD Toolbox           |
+|  \\    /   O peration     | Version:  v2112                                 |
+|   \\  /    A nd           | Website:  www.openfoam.com                      |
+|    \\/     M anipulation  |                                                 |
+\*---------------------------------------------------------------------------*/
+FoamFile
+{
+    version     2.0;
+    format      ascii;
+    class       dictionary;
+    object      turbulenceProperties;
+}
+// * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * //
+
+simulationType      RAS;
+
+RAS
+{
+    RASModel        kOmegaSST;
+
+    turbulence      on;
+
+    printCoeffs     on;
+    
+    omegaMin        0.01;
+}
+
+
+// ************************************************************************* //

data/NASA_2DZP/getFinalPlateResults.py

@@ -0,0 +1,56 @@
+import numpy as np
+import glob
+import matplotlib.pyplot as plt
+from writeNasaResults import writeNasaResults
+from readExpData import readSingleGraphDir
+
+
+M = 0.2
+Tinf = 300
+gamma = 1.4
+R = 287.05
+pinf = 101325
+
+
+Uinf = M*np.sqrt(gamma*R*Tinf)
+rhoinf = pinf/(Tinf*R)
+nuinf = 1.562e-5/rhoinf
+
+saveDir = '../../../epsilonModel/baselineResults/'
+
+header = '#Flat plate results run on the finest 545 x 385 grid\n'
+
+
+plateDict = readSingleGraphDir('./postProcessing/singleGraph_y0')
+
+wallShearStress = np.linalg.norm(np.vstack([plateDict['wallShearStressx'],
+                                            plateDict['wallShearStressy'],
+                                            plateDict['wallShearStressz']]),
+                                 axis=0)*rhoinf
+
+Cf = wallShearStress/(0.5*rhoinf*Uinf**2)
+
+x_Cf = np.hstack((plateDict['x'].reshape((-1,1)), Cf.reshape((-1,1))))
+
+writeNasaResults(header, ['x', 'Cf'], {'baseline_komegasst' : x_Cf}, 
+                 saveDir + '2DZP_cf.dat')
+
+
+
+
+
+profileDict = readSingleGraphDir('./postProcessing/singleGraph_x0.97')
+
+tau_w = np.interp(0.97, plateDict['x'], wallShearStress)
+
+uPlus = profileDict['Ux']/np.sqrt(tau_w/rhoinf)
+
+yPlus = profileDict['z']*np.sqrt(tau_w/rhoinf)/nuinf
+
+logYPlus_uPlus = np.hstack((np.log10(yPlus).reshape((-1,1)),
+                            uPlus.reshape((-1,1))))
+
+writeNasaResults(header, ['log(y+)', 'u+'], {'baseline_komegasst' : logYPlus_uPlus},
+                 saveDir + '2DZP_u+y+.dat')
+                 
+

data/NASA_2DZP/highfidelity/README.md

@@ -0,0 +1,12 @@
+# 2DZP — High-fidelity reference
+
+Theoretical/empirical references for the ZPG flat plate. Sourced from the [NASA Turbulence Modeling Resource](https://turbmodels.larc.nasa.gov/flatplate_val.html).
+
+## Files
+| File | Description | Source |
+|------|-------------|--------|
+| `cf_as_function_of_x.dat` | Theoretical Cf(x) at Re_L = 5×10⁶ with 5% error band; multiple zones for different correlations | White, *Viscous Fluid Flow*, McGraw-Hill, New York, 1974 (Cf as fn of Re_x) |
+| `u+y+.dat`                | u⁺ vs y⁺ at Re_θ = 10000 (Coles velocity law w/ van Driest damping) | Bardina et al., NASA TM 110446, April 1997 |
+| `u+y+theory_many.dat`     | Multiple wall-law theories (Spalding κ=0.41, B=5.0; etc.) for context | NASA TMR |
+
+Each `.dat` is in NASA Tecplot zone format. `.csv` versions are flat tables with a `zone` column.

data/NASA_2DZP/orig.0/U

@@ -0,0 +1,54 @@
+/*--------------------------------*- C++ -*----------------------------------*\
+  =========                 |
+  \\      /  F ield         | OpenFOAM: The Open Source CFD Toolbox
+   \\    /   O peration     | Website:  https://openfoam.org
+    \\  /    A nd           | Version:  7
+     \\/     M anipulation  |
+\*---------------------------------------------------------------------------*/
+FoamFile
+{
+    version     2.0;
+    format      ascii;
+    class       volVectorField;
+    object      U;
+}
+// * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * //
+
+dimensions      [0 1 -1 0 0 0 0];
+
+internalField   uniform (69.42 0 0);
+
+boundaryField
+{
+    front
+    {
+        type            empty;
+    }
+    back
+    {
+        type            empty;
+    }
+    plate
+    {
+        type            noSlip;
+    }
+    ahead
+    {
+        type            symmetryPlane;
+    }
+    inlet
+    {
+        type		    fixedValue;
+        value           uniform (69.42 0 0);
+    }
+    top
+    {
+        type            zeroGradient;
+    }
+    outlet
+    {
+        type            zeroGradient;
+    }
+}
+
+// ************************************************************************* //

data/NASA_2DZP/orig.0/k

@@ -0,0 +1,56 @@
+/*--------------------------------*- C++ -*----------------------------------*\
+  =========                 |
+  \\      /  F ield         | OpenFOAM: The Open Source CFD Toolbox
+   \\    /   O peration     | Website:  https://openfoam.org
+    \\  /    A nd           | Version:  7
+     \\/     M anipulation  |
+\*---------------------------------------------------------------------------*/
+FoamFile
+{
+    version     2.0;
+    format      ascii;
+    class       volScalarField;
+    object      k;
+}
+// * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * //
+
+dimensions      [0 2 -2 0 0 0 0];
+
+internalField   uniform 0.0011;
+
+boundaryField
+{
+    front
+    {
+        type            empty;
+    }
+    back
+    {
+        type            empty;
+    }
+    plate
+    {
+        type            kqRWallFunction;
+        value           uniform 1e-10;    
+    }
+    ahead
+    {
+        type            symmetryPlane;
+    }
+    inlet
+    {
+        type            turbulentIntensityKineticEnergyInlet;
+        intensity       0.00039;
+        value           $internalField;
+    }
+    top
+    {
+        type            zeroGradient;  
+    }
+    outlet
+    {
+        type            zeroGradient;  
+    }
+}
+
+// ************************************************************************* //

data/NASA_2DZP/orig.0/nut

@@ -0,0 +1,55 @@
+/*--------------------------------*- C++ -*----------------------------------*\
+  =========                 |
+  \\      /  F ield         | OpenFOAM: The Open Source CFD Toolbox
+   \\    /   O peration     | Website:  https://openfoam.org
+    \\  /    A nd           | Version:  7
+     \\/     M anipulation  |
+\*---------------------------------------------------------------------------*/
+FoamFile
+{
+    version     2.0;
+    format      ascii;
+    class       volScalarField;
+    object      nut;
+}
+// * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * //
+
+dimensions      [0 2 -1 0 0 0 0];
+
+internalField   uniform 0.009;
+
+boundaryField
+{
+    front
+    {
+        type            empty;
+    }
+    back
+    {
+        type            empty;
+    }
+    plate
+    {
+        type            nutkWallFunction;
+        value           uniform 0.009;
+    }
+    ahead
+    {
+        type            symmetryPlane;
+    }
+    inlet
+    {
+        type            calculated;
+        value           uniform 0.009;
+    }
+    top
+    {
+        type            zeroGradient;
+    }
+    outlet
+    {
+        type            zeroGradient;
+    }
+}
+
+// ************************************************************************* //

data/NASA_2DZP/orig.0/omega

@@ -0,0 +1,55 @@
+/*--------------------------------*- C++ -*----------------------------------*\
+  =========                 |
+  \\      /  F ield         | OpenFOAM: The Open Source CFD Toolbox
+   \\    /   O peration     | Website:  https://openfoam.org
+    \\  /    A nd           | Version:  7
+     \\/     M anipulation  |
+\*---------------------------------------------------------------------------*/
+FoamFile
+{
+    version     2.0;
+    format      ascii;
+    class       volScalarField;
+    object      omega;
+}
+// * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * //
+
+dimensions      [0 0 -1 0 0 0 0];
+
+internalField   uniform 10;
+
+boundaryField
+{
+    front
+    {
+        type            empty;
+    }
+    back
+    {
+        type            empty;
+    }
+    plate
+    {
+        type            omegaWallFunction;
+        value           uniform 1e10;
+    }
+    ahead
+    {
+        type            symmetryPlane;
+    }
+    inlet
+    {
+        type		    fixedValue;
+        value           uniform 0.1222;
+    }
+    top
+    {
+        type            zeroGradient;
+    }
+    outlet
+    {
+        type            zeroGradient;
+    }
+}
+
+// ************************************************************************* //

data/NASA_2DZP/orig.0/p

@@ -0,0 +1,54 @@
+/*--------------------------------*- C++ -*----------------------------------*\
+  =========                 |
+  \\      /  F ield         | OpenFOAM: The Open Source CFD Toolbox
+   \\    /   O peration     | Website:  https://openfoam.org
+    \\  /    A nd           | Version:  7
+     \\/     M anipulation  |
+\*---------------------------------------------------------------------------*/
+FoamFile
+{
+    version     2.0;
+    format      ascii;
+    class       volScalarField;
+    object      p;
+}
+// * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * //
+
+dimensions      [0 2 -2 0 0 0 0];
+
+internalField   uniform 1.01325e5;
+
+boundaryField
+{
+    front
+    {
+        type            empty;
+    }
+    back
+    {
+        type            empty;
+    }
+    plate
+    {
+        type            zeroGradient;
+    }
+    ahead
+    {
+        type            symmetryPlane;
+    }
+    inlet
+    {
+        type            zeroGradient;
+    }
+    top
+    {
+        type            zeroGradient;
+    }
+    outlet
+    {
+        type            fixedValue;
+        value           uniform 1.01325e5;
+    }
+}
+
+// ************************************************************************* //