diff --git a/BayesValidRox/BayesInference/BayesInference.py b/BayesValidRox/BayesInference/BayesInference.py
index 984385f078e2456b8af471cd675d55b90d5669a0..cc6c55dde1d0ae3f73f3940d1519f7593c3e9006 100644
--- a/BayesValidRox/BayesInference/BayesInference.py
+++ b/BayesValidRox/BayesInference/BayesInference.py
@@ -183,7 +183,7 @@ class BayesInference:
if self.emulator:
if std is not None:
stdPCE = np.concatenate(list(std.values()))
- covMatrix += np.diag(stdPCE**3)
+ covMatrix += np.diag(stdPCE**4)
else:
stdPCE = np.concatenate(list(self._stdPCEPriorPred.values()),1)
# Expected value of variance (Assump: i.i.d stds)
diff --git a/BayesValidRox/PostProcessing/PostProcessing.py b/BayesValidRox/PostProcessing/PostProcessing.py
index cbecd1cf39ce1ad8bc4deb36af20044944735800..234e5ad7f20679ff36997a52858b8ad4cb4db450 100644
--- a/BayesValidRox/PostProcessing/PostProcessing.py
+++ b/BayesValidRox/PostProcessing/PostProcessing.py
@@ -382,7 +382,7 @@ class PostProcessing:
self.RMSE[key] = mean_squared_error(ModelOutputs[key], PCEOutputs[key], squared=False, multioutput='raw_values')
- self.validErr[key] = mean_squared_error(ModelOutputs[key], PCEOutputs[key], multioutput='raw_values')/ \
+ self.validErr[key] = (self.RMSE[key]**2 / self.NrofSamples) / \
np.var(ModelOutputs[key],ddof=1, axis=0)
# Print a report table
diff --git a/BayesValidRox/surrogate_models/RegressionFastARD.py b/BayesValidRox/surrogate_models/RegressionFastARD.py
index 418ea0c0f87377d49f01f592fb75b3f50948895f..f1a26bcfae1a99b01b4e01cd9926f21eadc25b85 100755
--- a/BayesValidRox/surrogate_models/RegressionFastARD.py
+++ b/BayesValidRox/surrogate_models/RegressionFastARD.py
@@ -291,7 +291,7 @@ class RegressionFastARD(LinearModel,RegressorMixin):
break
beta = n_samples - np.sum(active) + np.sum(Aa * Sdiag )
beta /= ( rss + np.finfo(np.float32).eps )
- print("Active terms: {0} Beta: {1:.3e} rss: {2:.3e}".format(np.sum(active), beta, rss))
+ # print("Active terms: {0} Beta: {1:.3e} error: {2:.3e}".format(np.sum(active), beta, rss / n_samples/var_y))
# update precision parameters of coefficients
A,converged = update_precisions(Q,S,q,s,A,active,self.tol,
n_samples,False)
diff --git a/BayesValidRox/tests/PA-A/data/stokesDataCalib_without_averaging.csv b/BayesValidRox/tests/PA-A/data/stokesDataCalib_without_averaging.csv
index 7bd28c6f5e93ac81958e5884f576546091710d16..bffe4e37d089c6a9f808ce2516d88b619ff20755 100644
--- a/BayesValidRox/tests/PA-A/data/stokesDataCalib_without_averaging.csv
+++ b/BayesValidRox/tests/PA-A/data/stokesDataCalib_without_averaging.csv
@@ -1,11 +1,11 @@
Point ID,velocity [m/s],p
-213477,6.20992847181735E-05,0.15395300090313
-213877,8.73020873532487E-06,0.135626003146172
-289534,9.31769008739772E-05,0.187374994158745
-291183,6.92438573499104E-05,
-368496,0.00013560355309,
-369920,2.60201105352885E-05,
-411549,0.001589227002128,
-412975,0.001741280849191,
-456893,0.002554260173257,
-464705,0.000380716440442,
+213477,6.20850388354314E-05,0.153920993208885
+213877,8.63158393411487E-06,0.135382995009422
+289534,9.3016163122932E-05,0.187374994158745
+291183,6.93316480031273E-05,
+368496,0.000135837830757,
+369920,2.18700534513364E-05,
+411549,0.001593778837133,
+412975,0.001744373187884,
+456893,0.002554330346667,
+464705,0.000393078839782,
diff --git a/BayesValidRox/tests/PA-A/data/stokesDataValid_without_averaging.csv b/BayesValidRox/tests/PA-A/data/stokesDataValid_without_averaging.csv
index 8da05385461e1a29affced730531490f962c2f29..18772b25376e1a6ff3210815087de9bc8b1f244f 100644
--- a/BayesValidRox/tests/PA-A/data/stokesDataValid_without_averaging.csv
+++ b/BayesValidRox/tests/PA-A/data/stokesDataValid_without_averaging.csv
@@ -1,11 +1,11 @@
Point ID,velocity [m/s],p
-211000,6.66421449441873E-05,0.139768004417419
-213679,4.2495415780608E-05,0.040632400661707
-288307,9.50631012532539E-06,
-290985,9.29696688704793E-05,
-369720,0.000109070629021,
-371144,0.000116536553753,
-409300,0.000137196610132,
-412777,0.001705360086791,
-456693,0.002403015822414,
-458121,0.002606966843337,
+211000,6.65397517540415E-05,0.13968500494957
+213679,4.25440905486951E-05,0.040632400661707
+288307,9.36846555903168E-06,
+290985,9.29186136252752E-05,
+369720,0.000115975204615,
+371144,0.000108354220999,
+409300,0.000140899613392,
+412777,0.00170560133162,
+456693,0.002412907678111,
+458121,0.002607797732617,
diff --git a/BayesValidRox/tests/PA-A/ffpm_validation_stokesdarcy.py b/BayesValidRox/tests/PA-A/ffpm_validation_stokesdarcy.py
index 4ded6af5d9330b90b9066cfb7efb87e81d973cc9..3160a3398cda24b8affbc27b0ac6e91ba5edb5fa 100755
--- a/BayesValidRox/tests/PA-A/ffpm_validation_stokesdarcy.py
+++ b/BayesValidRox/tests/PA-A/ffpm_validation_stokesdarcy.py
@@ -94,7 +94,10 @@ def run(params, errorPerc=0.05, couplingcond='BJ', PCEEDMethod='normal'):
#=====================================================
Inputs = Input()
MCSize = 50000
-
+
+ # Assuming dependent input variables
+ # Inputs.Rosenblatt = True
+
Inputs.addMarginals() # VyMaxTop
Inputs.Marginals[0].Name = '$V^{top}$' # [5e-4, 1.5e-3]
Inputs.Marginals[0].InputValues = stats.uniform(loc=5.0e-04, scale=1.5e-3-5e-4).rvs(size=MCSize)
@@ -155,8 +158,8 @@ def run(params, errorPerc=0.05, couplingcond='BJ', PCEEDMethod='normal'):
# The degree with the lowest Leave-One-Out cross-validation (LOO)
# error (or the highest score=1-LOO)estimator is chosen as the final
# metamodel.
- MetaModelOpts.MinPceDegree = 9 # default = 1
- MetaModelOpts.MaxPceDegree = 9 #7
+ MetaModelOpts.MinPceDegree = 10 # default = 1
+ MetaModelOpts.MaxPceDegree = 10 #7
# q-quasi-norm 0<q<1 (default=1)
MetaModelOpts.q = 0.75 #np.linspace(0.3,0.6,3)
@@ -260,7 +263,7 @@ def run(params, errorPerc=0.05, couplingcond='BJ', PCEEDMethod='normal'):
# Load the objects
# with open('PCEModel_'+Model.Name+'.pkl', 'rb') as input:
# PCEModel = joblib.load(input)
-
+
#=====================================================
#========= POST PROCESSING OF METAMODELS ===========
#=====================================================
@@ -568,7 +571,7 @@ def run(params, errorPerc=0.05, couplingcond='BJ', PCEEDMethod='normal'):
# ---------- set BayesValidRox params ----------
# PCEExpDesignMethod = 'normal' # 'normal' or 'sequential'
-# nInitSamples = 500 #50 Initial No. of orig. Model runs for surrogate training
+# nInitSamples = 300 #50 Initial No. of orig. Model runs for surrogate training
# nTotalSamples = 75 #100 Total No. of orig. Model runs for surrogate training
# nBootstrapItr = 1000 # No. of bootstraping iterations for Bayesian analysis
# BootstrapNoise = 0.005 # Noise amount for bootstraping in Bayesian analysis
diff --git a/BayesValidRox/tests/PA-A/ffpm_validation_stokespnm.py b/BayesValidRox/tests/PA-A/ffpm_validation_stokespnm.py
index c599c4449d03aa41627bba29840ee107c6dbddcb..e79acd7f9e942fff623587662c0a1c8ff2a43fda 100755
--- a/BayesValidRox/tests/PA-A/ffpm_validation_stokespnm.py
+++ b/BayesValidRox/tests/PA-A/ffpm_validation_stokespnm.py
@@ -244,19 +244,19 @@ def run(params, averaging=True,errorPerc=0.05, PCEEDMethod='normal'):
print("\n" + "-"*40)
print("PCE training for calibration.")
print("-"*40 + "\n")
- # if averaging:
- PCEModel = MetaModelOpts.create_metamodel(Model)
-
- # Remove zip file
- if os.path.isfile(Model.Name + '.zip'): os.remove(Model.Name + '.zip')
+ if averaging:
+ PCEModel = MetaModelOpts.create_metamodel(Model)
+
+ # Remove zip file
+ if os.path.isfile(Model.Name + '.zip'): os.remove(Model.Name + '.zip')
- # else:
- # # Load the objects
- # saved_Dir = './outputs_ffpm-stokespnm/'
- # with open(saved_Dir+'PCEModel_'+'ffpm-stokespnm'+'.pkl', 'rb') as input:
- # PCEModel = pickle.load(input)
+ else:
+ # Load the objects
+ saved_Dir = './outputs_ffpm-stokespnm/'
+ with open(saved_Dir+'PCEModel_'+'ffpm-stokespnm'+'.pkl', 'rb') as input:
+ PCEModel = pickle.load(input)
- # PCEModel.ModelObj.Name = 'ffpm-stokespnmNA'
+ PCEModel.ModelObj.Name = 'ffpm-stokespnmNA'
# Save PCE models
with open('PCEModel_'+Model.Name+'.pkl', 'wb') as output:
@@ -383,7 +383,7 @@ def run(params, averaging=True,errorPerc=0.05, PCEEDMethod='normal'):
ValidInputs.addMarginals()
ValidInputs.Marginals[3].Name = '$\\beta$'
- ValidInputs.Marginals[3].InputValues = BayesCalib.Posterior_df['$\\beta$']
+ ValidInputs.Marginals[3].InputValues = BayesCalib.Posterior_df['$\\beta_{pore}$']
# -----------------------------------------------------------------
print("\n" + "-"*40)
diff --git a/BayesValidRox/tests/PA-A/util/EDY.svg b/BayesValidRox/tests/PA-A/util/EDY.svg
index 89ad06c71bba080682dc49bfcb5c33ed26ea2c6b..7de402eed9b96b6a9f8a66589a44e78577efbc0a 100644
--- a/BayesValidRox/tests/PA-A/util/EDY.svg
+++ b/BayesValidRox/tests/PA-A/util/EDY.svg
@@ -2,12 +2,12 @@
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<!-- Created with matplotlib (https://matplotlib.org/) -->
-<svg height="975.053386pt" version="1.1" viewBox="0 0 1471.100875 975.053386" width="1471.100875pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<svg height="975.053386pt" version="1.1" viewBox="0 0 1508.054249 975.053386" width="1508.054249pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
<metadata>
<rdf:RDF xmlns:cc="http://creativecommons.org/ns#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
<cc:Work>
<dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
- <dc:date>2021-07-23T18:25:04.174890</dc:date>
+ <dc:date>2021-07-28T16:21:20.337426</dc:date>
<dc:format>image/svg+xml</dc:format>
<dc:creator>
<cc:Agent>
@@ -23,168 +23,236 @@
<g id="figure_1">
<g id="patch_1">
<path d="M 0 975.053386
-L 1471.100875 975.053386
-L 1471.100875 0
+L 1508.054249 975.053386
+L 1508.054249 0
L 0 0
z
" style="fill:#ffffff;"/>
</g>
<g id="axes_1">
<g id="patch_2">
- <path d="M 124.700875 903.715495
-L 1463.900875 903.715495
-L 1463.900875 33.955495
-L 124.700875 33.955495
+ <path d="M 161.654249 903.715495
+L 1500.854249 903.715495
+L 1500.854249 33.955495
+L 161.654249 33.955495
z
" style="fill:#ffffff;"/>
</g>
<g id="PolyCollection_1">
<defs>
- <path d="M 185.573602 -121.891488
-L 185.573602 -110.872437
-L 206.932454 -281.884746
-L 228.291306 -245.094047
-L 249.650157 -180.923023
-L 271.009009 -497.378009
-L 292.367861 -308.097484
-L 313.726712 -490.284529
-L 335.085564 -176.764675
-L 356.444416 -321.213511
-L 377.803267 -508.923849
-L 399.162119 -492.613802
-L 420.520971 -325.225604
-L 441.879822 -349.333144
-L 463.238674 -350.39518
-L 484.597526 -244.985792
-L 505.956377 -321.761178
-L 527.315229 -642.841502
-L 548.674081 -607.880377
-L 570.032932 -499.01894
-L 591.391784 -681.713175
-L 612.750636 -390.024512
-L 634.109487 -298.821407
-L 655.468339 -360.447005
-L 676.827191 -313.676306
-L 698.186042 -645.904605
-L 719.544894 -485.622837
-L 740.903746 -194.665282
-L 762.262598 -242.274992
-L 783.621449 -225.432286
-L 804.980301 -132.253393
-L 826.339153 -312.367718
-L 847.698004 -402.996105
-L 869.056856 -609.403588
-L 890.415708 -745.430676
-L 911.774559 -330.38987
-L 933.133411 -327.825709
-L 954.492263 -628.021985
-L 975.851114 -459.305603
-L 997.209966 -486.043266
-L 1018.568818 -673.410558
-L 1039.927669 -331.965995
-L 1061.286521 -246.893789
-L 1082.645373 -312.425196
-L 1104.004224 -560.327599
-L 1125.363076 -453.694968
-L 1146.721928 -325.076379
-L 1168.080779 -762.76253
-L 1189.439631 -754.305205
-L 1210.798483 -632.310934
-L 1232.157334 -657.067324
-L 1253.516186 -288.072794
-L 1274.875038 -538.265643
-L 1296.233889 -215.228333
-L 1317.592741 -215.051854
-L 1338.951593 -886.841591
-L 1360.310444 -698.223225
-L 1381.669296 -355.177468
-L 1403.028148 -229.006015
-L 1403.028148 -239.360125
-L 1403.028148 -239.360125
-L 1381.669296 -364.531292
-L 1360.310444 -714.314861
-L 1338.951593 -901.563346
-L 1317.592741 -224.081857
-L 1296.233889 -227.323526
-L 1274.875038 -548.90912
-L 1253.516186 -297.026102
-L 1232.157334 -669.039255
-L 1210.798483 -647.990542
-L 1189.439631 -765.329661
-L 1168.080779 -775.432736
-L 1146.721928 -335.64233
-L 1125.363076 -463.731859
-L 1104.004224 -570.142327
-L 1082.645373 -321.922024
-L 1061.286521 -257.957924
-L 1039.927669 -342.161286
-L 1018.568818 -689.172381
-L 997.209966 -505.998636
-L 975.851114 -470.118438
-L 954.492263 -642.434037
-L 933.133411 -337.021596
-L 911.774559 -341.087143
-L 890.415708 -756.803918
-L 869.056856 -619.219192
-L 847.698004 -412.06907
-L 826.339153 -323.81341
-L 804.980301 -142.311699
-L 783.621449 -234.584282
-L 762.262598 -252.708427
-L 740.903746 -205.479909
-L 719.544894 -494.681006
-L 698.186042 -655.688405
-L 676.827191 -323.835647
-L 655.468339 -369.550903
-L 634.109487 -308.481105
-L 612.750636 -400.431736
-L 591.391784 -695.747807
-L 570.032932 -509.893964
-L 548.674081 -616.949212
-L 527.315229 -659.613526
-L 505.956377 -331.553811
-L 484.597526 -253.844174
-L 463.238674 -366.479251
-L 441.879822 -358.560904
-L 420.520971 -334.542325
-L 399.162119 -503.156488
-L 377.803267 -520.679131
-L 356.444416 -336.281038
-L 335.085564 -190.445574
-L 313.726712 -500.600407
-L 292.367861 -317.889248
-L 271.009009 -507.508671
-L 249.650157 -194.389982
-L 228.291306 -254.551594
-L 206.932454 -300.582894
-L 185.573602 -121.891488
+ <path d="M 222.526977 -728.657696
+L 222.526977 -306.484407
+L 235.905598 -186.870063
+L 249.284219 -230.253503
+L 262.662841 -311.834036
+L 276.041462 -431.385337
+L 289.420083 -174.547789
+L 302.798705 -257.641505
+L 316.177326 -381.019792
+L 329.555948 -229.209063
+L 342.934569 -326.893824
+L 356.31319 -401.517089
+L 369.691812 -437.573833
+L 383.070433 -337.495165
+L 396.449055 -253.082031
+L 409.827676 -191.502575
+L 423.206297 -385.260632
+L 436.584919 -377.988859
+L 449.96354 -181.475169
+L 463.342161 -289.667914
+L 476.720783 -120.321677
+L 490.099404 -225.042369
+L 503.478026 -415.120897
+L 516.856647 -231.962634
+L 530.235268 -409.476402
+L 543.61389 -260.775243
+L 556.992511 -228.050416
+L 570.371132 -172.612385
+L 583.749754 -427.676019
+L 597.128375 -183.909383
+L 610.506997 -453.113508
+L 623.885618 -339.452611
+L 637.264239 -400.126118
+L 650.642861 -378.772377
+L 664.021482 -256.776974
+L 677.400103 -327.46667
+L 690.778725 -274.576924
+L 704.157346 -256.278393
+L 717.535968 -171.566805
+L 730.914589 -290.449638
+L 744.29321 -473.281899
+L 757.671832 -422.343649
+L 771.050453 -262.663232
+L 784.429074 -206.77081
+L 797.807696 -331.955289
+L 811.186317 -284.997693
+L 824.564939 -237.635667
+L 837.94356 -230.347936
+L 851.322181 -389.190853
+L 864.700803 -275.340083
+L 878.079424 -305.683739
+L 891.458046 -437.81398
+L 904.836667 -305.220546
+L 918.215288 -129.958996
+L 931.59391 -199.840622
+L 944.972531 -317.84788
+L 958.351152 -271.438021
+L 971.729774 -345.900406
+L 985.108395 -252.315247
+L 998.487017 -245.300366
+L 1011.865638 -200.733511
+L 1025.244259 -194.849358
+L 1038.622881 -281.347483
+L 1052.001502 -222.1465
+L 1065.380123 -339.59964
+L 1078.758745 -268.55496
+L 1092.137366 -318.491575
+L 1105.515988 -135.149307
+L 1118.894609 -186.958743
+L 1132.27323 -432.228866
+L 1145.651852 -417.036488
+L 1159.030473 -182.639129
+L 1172.409094 -218.79573
+L 1185.787716 -193.118883
+L 1199.166337 -265.966159
+L 1212.544959 -292.334492
+L 1225.92358 -116.537966
+L 1239.302201 -215.863565
+L 1252.680823 -374.919862
+L 1266.059444 -217.317104
+L 1279.438066 -142.987995
+L 1292.816687 -324.74636
+L 1306.195308 -182.308172
+L 1319.57393 -258.533771
+L 1332.952551 -293.134115
+L 1346.331172 -384.983018
+L 1359.709794 -110.872437
+L 1373.088415 -445.2846
+L 1386.467037 -223.046807
+L 1399.845658 -253.103589
+L 1413.224279 -371.413041
+L 1426.602901 -263.131608
+L 1439.981522 -251.495191
+L 1439.981522 -675.716417
+L 1439.981522 -675.716417
+L 1426.602901 -687.091851
+L 1413.224279 -797.511635
+L 1399.845658 -678.433749
+L 1386.467037 -648.049771
+L 1373.088415 -872.090032
+L 1359.709794 -538.981837
+L 1346.331172 -807.119608
+L 1332.952551 -718.550338
+L 1319.57393 -682.196468
+L 1306.195308 -612.041965
+L 1292.816687 -754.171688
+L 1279.438066 -573.3395
+L 1266.059444 -642.716476
+L 1252.680823 -802.384378
+L 1239.302201 -641.925542
+L 1225.92358 -546.395322
+L 1212.544959 -715.037547
+L 1199.166337 -690.583521
+L 1185.787716 -619.264909
+L 1172.409094 -641.381667
+L 1159.030473 -608.763624
+L 1145.651852 -842.167702
+L 1132.27323 -861.201574
+L 1118.894609 -612.701203
+L 1105.515988 -563.157446
+L 1092.137366 -744.646834
+L 1078.758745 -696.944288
+L 1065.380123 -766.78739
+L 1052.001502 -646.987409
+L 1038.622881 -705.510655
+L 1025.244259 -619.167274
+L 1011.865638 -628.112058
+L 998.487017 -670.064505
+L 985.108395 -676.274103
+L 971.729774 -772.271132
+L 958.351152 -699.24829
+L 944.972531 -745.881944
+L 931.59391 -625.356042
+L 918.215288 -560.038302
+L 904.836667 -727.879381
+L 891.458046 -862.52615
+L 878.079424 -729.735597
+L 864.700803 -700.53572
+L 851.322181 -811.920461
+L 837.94356 -658.417133
+L 824.564939 -659.706598
+L 811.186317 -712.07511
+L 797.807696 -757.956594
+L 784.429074 -636.929853
+L 771.050453 -689.732559
+L 757.671832 -850.358849
+L 744.29321 -901.563346
+L 730.914589 -713.794797
+L 717.535968 -600.604428
+L 704.157346 -683.249325
+L 690.778725 -703.326558
+L 677.400103 -751.368332
+L 664.021482 -681.301683
+L 650.642861 -802.370866
+L 637.264239 -827.990038
+L 623.885618 -763.282039
+L 610.506997 -875.701322
+L 597.128375 -607.095734
+L 583.749754 -855.844536
+L 570.371132 -599.411302
+L 556.992511 -654.554909
+L 543.61389 -684.880451
+L 530.235268 -836.57088
+L 516.856647 -659.620827
+L 503.478026 -840.056149
+L 490.099404 -648.273445
+L 476.720783 -546.659128
+L 463.342161 -716.270513
+L 449.96354 -611.671445
+L 436.584919 -805.660839
+L 423.206297 -811.266817
+L 409.827676 -620.235315
+L 396.449055 -683.3329
+L 383.070433 -763.680962
+L 369.691812 -861.758513
+L 356.31319 -826.325662
+L 342.934569 -752.620681
+L 329.555948 -651.683461
+L 316.177326 -813.073933
+L 302.798705 -682.378495
+L 289.420083 -600.797021
+L 276.041462 -854.803232
+L 262.662841 -741.26188
+L 249.284219 -653.668624
+L 235.905598 -612.317288
+L 222.526977 -728.657696
z
-" id="m2bbb9c7d35" style="stroke:#008000;stroke-opacity:0.25;"/>
+" id="m605b360afa" style="stroke:#008000;stroke-opacity:0.25;"/>
</defs>
- <g clip-path="url(#p96ffed4592)">
- <use style="fill:#008000;fill-opacity:0.25;stroke:#008000;stroke-opacity:0.25;" x="0" xlink:href="#m2bbb9c7d35" y="975.053386"/>
+ <g clip-path="url(#pd8dcdef943)">
+ <use style="fill:#008000;fill-opacity:0.25;stroke:#008000;stroke-opacity:0.25;" x="0" xlink:href="#m605b360afa" y="975.053386"/>
</g>
</g>
<g id="matplotlib.axis_1">
<g id="xtick_1">
<g id="line2d_1">
- <path clip-path="url(#p96ffed4592)" d="M 185.573602 903.715495
-L 185.573602 33.955495
+ <path clip-path="url(#pd8dcdef943)" d="M 222.526977 903.715495
+L 222.526977 33.955495
" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
</g>
<g id="line2d_2">
<defs>
<path d="M 0 0
L 0 3.5
-" id="meb1c93e909" style="stroke:#000000;stroke-width:0.8;"/>
+" id="m31174f36a8" style="stroke:#000000;stroke-width:0.8;"/>
</defs>
<g>
- <use style="stroke:#000000;stroke-width:0.8;" x="185.573602" xlink:href="#meb1c93e909" y="903.715495"/>
+ <use style="stroke:#000000;stroke-width:0.8;" x="222.526977" xlink:href="#m31174f36a8" y="903.715495"/>
</g>
</g>
<g id="text_1">
<!-- $\mathdefault{0}$ -->
- <g transform="translate(178.720031 931.47099)scale(0.3 -0.3)">
+ <g transform="translate(215.673405 931.47099)scale(0.3 -0.3)">
<defs>
<path d="M 42 31.84375
C 42 37.96875 41.90625 48.421875 37.703125 56.453125
@@ -214,56 +282,18 @@ z
</g>
<g id="xtick_2">
<g id="line2d_3">
- <path clip-path="url(#p96ffed4592)" d="M 399.162119 903.715495
-L 399.162119 33.955495
+ <path clip-path="url(#pd8dcdef943)" d="M 490.099404 903.715495
+L 490.099404 33.955495
" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
</g>
<g id="line2d_4">
<g>
- <use style="stroke:#000000;stroke-width:0.8;" x="399.162119" xlink:href="#meb1c93e909" y="903.715495"/>
+ <use style="stroke:#000000;stroke-width:0.8;" x="490.099404" xlink:href="#m31174f36a8" y="903.715495"/>
</g>
</g>
<g id="text_2">
- <!-- $\mathdefault{10}$ -->
- <g transform="translate(385.454976 931.47099)scale(0.3 -0.3)">
- <defs>
- <path d="M 26.59375 63.796875
-C 26.59375 65.890625 26.5 66 25.09375 66
-C 21.203125 61.359375 15.296875 59.890625 9.703125 59.6875
-C 9.40625 59.6875 8.90625 59.6875 8.796875 59.5
-C 8.703125 59.296875 8.703125 59.09375 8.703125 57
-C 11.796875 57 17 57.59375 21 59.984375
-L 21 7.296875
-C 21 3.796875 20.796875 2.59375 12.203125 2.59375
-L 9.203125 2.59375
-L 9.203125 0
-C 14 0.09375 19 0.1875 23.796875 0.1875
-C 28.59375 0.1875 33.59375 0.09375 38.40625 0
-L 38.40625 2.59375
-L 35.40625 2.59375
-C 26.796875 2.59375 26.59375 3.6875 26.59375 7.296875
-z
-" id="CMR17-49"/>
- </defs>
- <use transform="scale(0.996264)" xlink:href="#CMR17-49"/>
- <use transform="translate(45.690477 0)scale(0.996264)" xlink:href="#CMR17-48"/>
- </g>
- </g>
- </g>
- <g id="xtick_3">
- <g id="line2d_5">
- <path clip-path="url(#p96ffed4592)" d="M 612.750636 903.715495
-L 612.750636 33.955495
-" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
- </g>
- <g id="line2d_6">
- <g>
- <use style="stroke:#000000;stroke-width:0.8;" x="612.750636" xlink:href="#meb1c93e909" y="903.715495"/>
- </g>
- </g>
- <g id="text_3">
<!-- $\mathdefault{20}$ -->
- <g transform="translate(599.043493 931.47099)scale(0.3 -0.3)">
+ <g transform="translate(476.392261 931.47099)scale(0.3 -0.3)">
<defs>
<path d="M 41.703125 15.46875
L 39.90625 15.46875
@@ -292,68 +322,20 @@ z
</g>
</g>
</g>
- <g id="xtick_4">
- <g id="line2d_7">
- <path clip-path="url(#p96ffed4592)" d="M 826.339153 903.715495
-L 826.339153 33.955495
-" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
- </g>
- <g id="line2d_8">
- <g>
- <use style="stroke:#000000;stroke-width:0.8;" x="826.339153" xlink:href="#meb1c93e909" y="903.715495"/>
- </g>
- </g>
- <g id="text_4">
- <!-- $\mathdefault{30}$ -->
- <g transform="translate(812.632009 931.47099)scale(0.3 -0.3)">
- <defs>
- <path d="M 22.09375 34
-C 31 34 34.90625 26.140625 34.90625 17.09375
-C 34.90625 5.03125 28.5 0.390625 22.703125 0.390625
-C 17.40625 0.390625 8.796875 3.015625 6.09375 10.796875
-C 6.59375 10.59375 7.09375 10.59375 7.59375 10.59375
-C 10 10.59375 11.796875 12.1875 11.796875 14.796875
-C 11.796875 17.6875 9.59375 19 7.59375 19
-C 5.90625 19 3.296875 18.1875 3.296875 14.484375
-C 3.296875 5.234375 12.296875 -2 22.90625 -2
-C 34 -2 42.5 6.75 42.5 16.984375
-C 42.5 26.84375 34.5 34 25 35.09375
-C 32.59375 36.671875 39.90625 43.375 39.90625 52.390625
-C 39.90625 60.25 32 66 23 66
-C 13.90625 66 5.90625 60.34375 5.90625 52.296875
-C 5.90625 48.796875 8.5 48.1875 9.796875 48.1875
-C 11.90625 48.1875 13.703125 49.484375 13.703125 52.09375
-C 13.703125 54.6875 11.90625 56 9.796875 56
-C 9.40625 56 8.90625 56 8.5 55.796875
-C 11.40625 62.484375 19.296875 63.6875 22.796875 63.6875
-C 26.296875 63.6875 32.90625 61.96875 32.90625 52.296875
-C 32.90625 49.484375 32.5 44.546875 29.09375 40.21875
-C 26.09375 36.390625 22.703125 36.1875 19.40625 35.890625
-C 18.90625 35.890625 16.59375 35.6875 16.203125 35.6875
-C 15.5 35.59375 15.09375 35.5 15.09375 34.796875
-C 15.09375 34.09375 15.203125 34 17.203125 34
-z
-" id="CMR17-51"/>
- </defs>
- <use transform="scale(0.996264)" xlink:href="#CMR17-51"/>
- <use transform="translate(45.690477 0)scale(0.996264)" xlink:href="#CMR17-48"/>
- </g>
- </g>
- </g>
- <g id="xtick_5">
- <g id="line2d_9">
- <path clip-path="url(#p96ffed4592)" d="M 1039.927669 903.715495
-L 1039.927669 33.955495
+ <g id="xtick_3">
+ <g id="line2d_5">
+ <path clip-path="url(#pd8dcdef943)" d="M 757.671832 903.715495
+L 757.671832 33.955495
" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
</g>
- <g id="line2d_10">
+ <g id="line2d_6">
<g>
- <use style="stroke:#000000;stroke-width:0.8;" x="1039.927669" xlink:href="#meb1c93e909" y="903.715495"/>
+ <use style="stroke:#000000;stroke-width:0.8;" x="757.671832" xlink:href="#m31174f36a8" y="903.715495"/>
</g>
</g>
- <g id="text_5">
+ <g id="text_3">
<!-- $\mathdefault{40}$ -->
- <g transform="translate(1026.220526 931.47099)scale(0.3 -0.3)">
+ <g transform="translate(743.964689 931.47099)scale(0.3 -0.3)">
<defs>
<path d="M 33.59375 64.796875
C 33.59375 66.890625 33.5 67 31.703125 67
@@ -385,57 +367,98 @@ z
</g>
</g>
</g>
- <g id="xtick_6">
- <g id="line2d_11">
- <path clip-path="url(#p96ffed4592)" d="M 1253.516186 903.715495
-L 1253.516186 33.955495
+ <g id="xtick_4">
+ <g id="line2d_7">
+ <path clip-path="url(#pd8dcdef943)" d="M 1025.244259 903.715495
+L 1025.244259 33.955495
" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
</g>
- <g id="line2d_12">
+ <g id="line2d_8">
<g>
- <use style="stroke:#000000;stroke-width:0.8;" x="1253.516186" xlink:href="#meb1c93e909" y="903.715495"/>
+ <use style="stroke:#000000;stroke-width:0.8;" x="1025.244259" xlink:href="#m31174f36a8" y="903.715495"/>
</g>
</g>
- <g id="text_6">
- <!-- $\mathdefault{50}$ -->
- <g transform="translate(1239.809043 931.47099)scale(0.3 -0.3)">
+ <g id="text_4">
+ <!-- $\mathdefault{60}$ -->
+ <g transform="translate(1011.537116 931.47099)scale(0.3 -0.3)">
<defs>
- <path d="M 11.40625 58.59375
-C 12.40625 58.1875 16.5 56.890625 20.703125 56.890625
-C 30 56.890625 35.09375 61.890625 38 64.6875
-C 38 65.484375 38 66 37.40625 66
-C 37.296875 66 37.09375 66 36.296875 65.59375
-C 32.796875 64.09375 28.703125 63 23.703125 63
-C 20.703125 63 16.203125 63.359375 11.296875 65.484375
-C 10.203125 66 10 66 9.90625 66
-C 9.40625 66 9.296875 65.890625 9.296875 63.90625
-L 9.296875 34.859375
-C 9.296875 33.015625 9.296875 32.5 10.296875 32.5
-C 10.796875 32.5 11 32.703125 11.5 33.421875
-C 14.703125 38.046875 19.09375 40 24.09375 40
-C 27.59375 40 35.09375 37.734375 35.09375 20.203125
-C 35.09375 16.984375 35.09375 11.1875 32.09375 6.59375
-C 29.59375 2.484375 25.703125 0.390625 21.40625 0.390625
-C 14.796875 0.390625 8.09375 4.984375 6.296875 12.6875
-C 6.703125 12.59375 7.5 12.390625 7.90625 12.390625
-C 9.203125 12.390625 11.703125 13.09375 11.703125 16.1875
-C 11.703125 18.890625 9.796875 20 7.90625 20
-C 5.59375 20 4.09375 18.59375 4.09375 15.796875
-C 4.09375 7.09375 11 -2 21.59375 -2
-C 31.90625 -2 41.703125 6.890625 41.703125 19.796875
-C 41.703125 32.09375 33.90625 41.59375 24.203125 41.59375
-C 19.09375 41.59375 14.796875 39.6875 11.40625 36
+ <path d="M 10.59375 34.34375
+C 10.59375 58 21.796875 63.6875 28.296875 63.6875
+C 30.40625 63.6875 35.5 63.265625 37.5 59.09375
+C 35.90625 59.09375 32.90625 59.09375 32.90625 55.59375
+C 32.90625 52.890625 35.09375 52 36.5 52
+C 37.40625 52 40.09375 52.390625 40.09375 55.796875
+C 40.09375 62.296875 35.09375 66 28.203125 66
+C 16.296875 66 3.796875 53.296875 3.796875 31.421875
+C 3.796875 4.015625 15.09375 -2 23.09375 -2
+C 32.796875 -2 42 6.734375 42 20.234375
+C 42 32.828125 33.90625 42 23.703125 42
+C 17.59375 42 13.09375 37.96875 10.59375 30.921875
z
-" id="CMR17-53"/>
+M 23.09375 0.390625
+C 10.796875 0.390625 10.796875 18.9375 10.796875 22.65625
+C 10.796875 29.90625 14.203125 40.390625 23.5 40.390625
+C 25.203125 40.390625 30.09375 40.390625 33.40625 33.4375
+C 35.203125 29.515625 35.203125 25.375 35.203125 20.34375
+C 35.203125 14.90625 35.203125 10.875 33.09375 6.84375
+C 30.90625 2.703125 27.703125 0.390625 23.09375 0.390625
+z
+" id="CMR17-54"/>
</defs>
- <use transform="scale(0.996264)" xlink:href="#CMR17-53"/>
+ <use transform="scale(0.996264)" xlink:href="#CMR17-54"/>
<use transform="translate(45.690477 0)scale(0.996264)" xlink:href="#CMR17-48"/>
</g>
</g>
</g>
- <g id="text_7">
+ <g id="xtick_5">
+ <g id="line2d_9">
+ <path clip-path="url(#pd8dcdef943)" d="M 1292.816687 903.715495
+L 1292.816687 33.955495
+" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
+ </g>
+ <g id="line2d_10">
+ <g>
+ <use style="stroke:#000000;stroke-width:0.8;" x="1292.816687" xlink:href="#m31174f36a8" y="903.715495"/>
+ </g>
+ </g>
+ <g id="text_5">
+ <!-- $\mathdefault{80}$ -->
+ <g transform="translate(1279.109544 931.47099)scale(0.3 -0.3)">
+ <defs>
+ <path d="M 27.203125 35.765625
+C 33.5 38.96875 39.90625 43.796875 39.90625 51.53125
+C 39.90625 60.6875 31.09375 66 23 66
+C 13.90625 66 5.90625 59.375 5.90625 50.234375
+C 5.90625 47.71875 6.5 43.390625 10.40625 39.578125
+C 11.40625 38.578125 15.59375 35.5625 18.296875 33.65625
+C 13.796875 31.34375 3.296875 25.8125 3.296875 14.765625
+C 3.296875 4.40625 13.09375 -2 22.796875 -2
+C 33.5 -2 42.5 5.71875 42.5 15.96875
+C 42.5 25.109375 36.40625 29.328125 32.40625 32.046875
+z
+M 14.09375 44.609375
+C 13.296875 45.109375 9.296875 48.21875 9.296875 52.9375
+C 9.296875 59.078125 15.59375 63.6875 22.796875 63.6875
+C 30.703125 63.6875 36.5 58.0625 36.5 51.53125
+C 36.5 42.1875 26.09375 36.859375 25.59375 36.859375
+C 25.5 36.859375 25.40625 36.859375 24.59375 37.46875
+z
+M 32.5 24
+C 34 22.90625 38.796875 19.578125 38.796875 13.453125
+C 38.796875 6.015625 31.40625 0.390625 23 0.390625
+C 13.90625 0.390625 7 6.921875 7 14.859375
+C 7 22.796875 13.09375 29.4375 20 32.546875
+z
+" id="CMR17-56"/>
+ </defs>
+ <use transform="scale(0.996264)" xlink:href="#CMR17-56"/>
+ <use transform="translate(45.690477 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ </g>
+ </g>
+ </g>
+ <g id="text_6">
<!-- Run number -->
- <g transform="translate(718.936785 962.039936)scale(0.3 -0.3)">
+ <g transform="translate(755.890159 962.039936)scale(0.3 -0.3)">
<defs>
<path d="M 39.203125 33.6875
C 48.703125 35.59375 56.703125 42.015625 56.703125 50.046875
@@ -637,25 +660,33 @@ z
</g>
<g id="matplotlib.axis_2">
<g id="ytick_1">
- <g id="line2d_13">
- <path clip-path="url(#p96ffed4592)" d="M 124.700875 783.93357
-L 1463.900875 783.93357
+ <g id="line2d_11">
+ <path clip-path="url(#pd8dcdef943)" d="M 161.654249 884.27476
+L 1500.854249 884.27476
" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
</g>
- <g id="line2d_14">
+ <g id="line2d_12">
<defs>
<path d="M 0 0
L -3.5 0
-" id="md9f14b5a04" style="stroke:#000000;stroke-width:0.8;"/>
+" id="mc944642e65" style="stroke:#000000;stroke-width:0.8;"/>
</defs>
<g>
- <use style="stroke:#000000;stroke-width:0.8;" x="124.700875" xlink:href="#md9f14b5a04" y="783.93357"/>
+ <use style="stroke:#000000;stroke-width:0.8;" x="161.654249" xlink:href="#mc944642e65" y="884.27476"/>
</g>
</g>
- <g id="text_8">
- <!-- $\mathdefault{0.0010}$ -->
- <g transform="translate(41.036006 794.311318)scale(0.3 -0.3)">
+ <g id="text_7">
+ <!-- $\mathdefault{−0.00050}$ -->
+ <g transform="translate(41.036006 894.652508)scale(0.3 -0.3)">
<defs>
+ <path d="M 65.90625 23
+C 67.59375 23 69.40625 23 69.40625 25
+C 69.40625 27 67.59375 27 65.90625 27
+L 11.796875 27
+C 10.09375 27 8.296875 27 8.296875 25
+C 8.296875 23 10.09375 23 11.796875 23
+z
+" id="CMSY10-0"/>
<path d="M 18.40625 4.796875
C 18.40625 7.6875 16 9.6875 13.59375 9.6875
C 10.703125 9.6875 8.703125 7.296875 8.703125 4.890625
@@ -663,109 +694,254 @@ C 8.703125 2 11.09375 0 13.5 0
C 16.40625 0 18.40625 2.390625 18.40625 4.796875
z
" id="CMMI12-58"/>
+ <path d="M 11.40625 58.59375
+C 12.40625 58.1875 16.5 56.890625 20.703125 56.890625
+C 30 56.890625 35.09375 61.890625 38 64.6875
+C 38 65.484375 38 66 37.40625 66
+C 37.296875 66 37.09375 66 36.296875 65.59375
+C 32.796875 64.09375 28.703125 63 23.703125 63
+C 20.703125 63 16.203125 63.359375 11.296875 65.484375
+C 10.203125 66 10 66 9.90625 66
+C 9.40625 66 9.296875 65.890625 9.296875 63.90625
+L 9.296875 34.859375
+C 9.296875 33.015625 9.296875 32.5 10.296875 32.5
+C 10.796875 32.5 11 32.703125 11.5 33.421875
+C 14.703125 38.046875 19.09375 40 24.09375 40
+C 27.59375 40 35.09375 37.734375 35.09375 20.203125
+C 35.09375 16.984375 35.09375 11.1875 32.09375 6.59375
+C 29.59375 2.484375 25.703125 0.390625 21.40625 0.390625
+C 14.796875 0.390625 8.09375 4.984375 6.296875 12.6875
+C 6.703125 12.59375 7.5 12.390625 7.90625 12.390625
+C 9.203125 12.390625 11.703125 13.09375 11.703125 16.1875
+C 11.703125 18.890625 9.796875 20 7.90625 20
+C 5.59375 20 4.09375 18.59375 4.09375 15.796875
+C 4.09375 7.09375 11 -2 21.59375 -2
+C 31.90625 -2 41.703125 6.890625 41.703125 19.796875
+C 41.703125 32.09375 33.90625 41.59375 24.203125 41.59375
+C 19.09375 41.59375 14.796875 39.6875 11.40625 36
+z
+" id="CMR17-53"/>
</defs>
- <use transform="scale(0.996264)" xlink:href="#CMR17-48"/>
- <use transform="translate(45.690477 0)scale(0.996264)" xlink:href="#CMMI12-58"/>
- <use transform="translate(72.787654 0)scale(0.996264)" xlink:href="#CMR17-48"/>
- <use transform="translate(118.478131 0)scale(0.996264)" xlink:href="#CMR17-48"/>
- <use transform="translate(164.168608 0)scale(0.996264)" xlink:href="#CMR17-49"/>
- <use transform="translate(209.859086 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="scale(0.996264)" xlink:href="#CMSY10-0"/>
+ <use transform="translate(77.487468 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(123.177945 0)scale(0.996264)" xlink:href="#CMMI12-58"/>
+ <use transform="translate(150.275122 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(195.965599 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(241.656076 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(287.346553 0)scale(0.996264)" xlink:href="#CMR17-53"/>
+ <use transform="translate(333.03703 0)scale(0.996264)" xlink:href="#CMR17-48"/>
</g>
</g>
</g>
<g id="ytick_2">
+ <g id="line2d_13">
+ <path clip-path="url(#pd8dcdef943)" d="M 161.654249 774.244477
+L 1500.854249 774.244477
+" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
+ </g>
+ <g id="line2d_14">
+ <g>
+ <use style="stroke:#000000;stroke-width:0.8;" x="161.654249" xlink:href="#mc944642e65" y="774.244477"/>
+ </g>
+ </g>
+ <g id="text_8">
+ <!-- $\mathdefault{−0.00025}$ -->
+ <g transform="translate(41.036006 784.622224)scale(0.3 -0.3)">
+ <use transform="scale(0.996264)" xlink:href="#CMSY10-0"/>
+ <use transform="translate(77.487468 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(123.177945 0)scale(0.996264)" xlink:href="#CMMI12-58"/>
+ <use transform="translate(150.275122 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(195.965599 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(241.656076 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(287.346553 0)scale(0.996264)" xlink:href="#CMR17-50"/>
+ <use transform="translate(333.03703 0)scale(0.996264)" xlink:href="#CMR17-53"/>
+ </g>
+ </g>
+ </g>
+ <g id="ytick_3">
<g id="line2d_15">
- <path clip-path="url(#p96ffed4592)" d="M 124.700875 633.683068
-L 1463.900875 633.683068
+ <path clip-path="url(#pd8dcdef943)" d="M 161.654249 664.214193
+L 1500.854249 664.214193
" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
</g>
<g id="line2d_16">
<g>
- <use style="stroke:#000000;stroke-width:0.8;" x="124.700875" xlink:href="#md9f14b5a04" y="633.683068"/>
+ <use style="stroke:#000000;stroke-width:0.8;" x="161.654249" xlink:href="#mc944642e65" y="664.214193"/>
</g>
</g>
<g id="text_9">
- <!-- $\mathdefault{0.0015}$ -->
- <g transform="translate(41.036006 644.060816)scale(0.3 -0.3)">
+ <!-- $\mathdefault{0.00000}$ -->
+ <g transform="translate(64.282237 674.591941)scale(0.3 -0.3)">
<use transform="scale(0.996264)" xlink:href="#CMR17-48"/>
<use transform="translate(45.690477 0)scale(0.996264)" xlink:href="#CMMI12-58"/>
<use transform="translate(72.787654 0)scale(0.996264)" xlink:href="#CMR17-48"/>
<use transform="translate(118.478131 0)scale(0.996264)" xlink:href="#CMR17-48"/>
- <use transform="translate(164.168608 0)scale(0.996264)" xlink:href="#CMR17-49"/>
- <use transform="translate(209.859086 0)scale(0.996264)" xlink:href="#CMR17-53"/>
+ <use transform="translate(164.168608 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(209.859086 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(255.549563 0)scale(0.996264)" xlink:href="#CMR17-48"/>
</g>
</g>
</g>
- <g id="ytick_3">
+ <g id="ytick_4">
<g id="line2d_17">
- <path clip-path="url(#p96ffed4592)" d="M 124.700875 483.432567
-L 1463.900875 483.432567
+ <path clip-path="url(#pd8dcdef943)" d="M 161.654249 554.183909
+L 1500.854249 554.183909
" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
</g>
<g id="line2d_18">
<g>
- <use style="stroke:#000000;stroke-width:0.8;" x="124.700875" xlink:href="#md9f14b5a04" y="483.432567"/>
+ <use style="stroke:#000000;stroke-width:0.8;" x="161.654249" xlink:href="#mc944642e65" y="554.183909"/>
</g>
</g>
<g id="text_10">
- <!-- $\mathdefault{0.0020}$ -->
- <g transform="translate(41.036006 493.810314)scale(0.3 -0.3)">
+ <!-- $\mathdefault{0.00025}$ -->
+ <g transform="translate(64.282237 564.561657)scale(0.3 -0.3)">
<use transform="scale(0.996264)" xlink:href="#CMR17-48"/>
<use transform="translate(45.690477 0)scale(0.996264)" xlink:href="#CMMI12-58"/>
<use transform="translate(72.787654 0)scale(0.996264)" xlink:href="#CMR17-48"/>
<use transform="translate(118.478131 0)scale(0.996264)" xlink:href="#CMR17-48"/>
- <use transform="translate(164.168608 0)scale(0.996264)" xlink:href="#CMR17-50"/>
- <use transform="translate(209.859086 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(164.168608 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(209.859086 0)scale(0.996264)" xlink:href="#CMR17-50"/>
+ <use transform="translate(255.549563 0)scale(0.996264)" xlink:href="#CMR17-53"/>
</g>
</g>
</g>
- <g id="ytick_4">
+ <g id="ytick_5">
<g id="line2d_19">
- <path clip-path="url(#p96ffed4592)" d="M 124.700875 333.182065
-L 1463.900875 333.182065
+ <path clip-path="url(#pd8dcdef943)" d="M 161.654249 444.153626
+L 1500.854249 444.153626
" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
</g>
<g id="line2d_20">
<g>
- <use style="stroke:#000000;stroke-width:0.8;" x="124.700875" xlink:href="#md9f14b5a04" y="333.182065"/>
+ <use style="stroke:#000000;stroke-width:0.8;" x="161.654249" xlink:href="#mc944642e65" y="444.153626"/>
</g>
</g>
<g id="text_11">
- <!-- $\mathdefault{0.0025}$ -->
- <g transform="translate(41.036006 343.559812)scale(0.3 -0.3)">
+ <!-- $\mathdefault{0.00050}$ -->
+ <g transform="translate(64.282237 454.531373)scale(0.3 -0.3)">
<use transform="scale(0.996264)" xlink:href="#CMR17-48"/>
<use transform="translate(45.690477 0)scale(0.996264)" xlink:href="#CMMI12-58"/>
<use transform="translate(72.787654 0)scale(0.996264)" xlink:href="#CMR17-48"/>
<use transform="translate(118.478131 0)scale(0.996264)" xlink:href="#CMR17-48"/>
- <use transform="translate(164.168608 0)scale(0.996264)" xlink:href="#CMR17-50"/>
+ <use transform="translate(164.168608 0)scale(0.996264)" xlink:href="#CMR17-48"/>
<use transform="translate(209.859086 0)scale(0.996264)" xlink:href="#CMR17-53"/>
+ <use transform="translate(255.549563 0)scale(0.996264)" xlink:href="#CMR17-48"/>
</g>
</g>
</g>
- <g id="ytick_5">
+ <g id="ytick_6">
<g id="line2d_21">
- <path clip-path="url(#p96ffed4592)" d="M 124.700875 182.931563
-L 1463.900875 182.931563
+ <path clip-path="url(#pd8dcdef943)" d="M 161.654249 334.123342
+L 1500.854249 334.123342
" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
</g>
<g id="line2d_22">
<g>
- <use style="stroke:#000000;stroke-width:0.8;" x="124.700875" xlink:href="#md9f14b5a04" y="182.931563"/>
+ <use style="stroke:#000000;stroke-width:0.8;" x="161.654249" xlink:href="#mc944642e65" y="334.123342"/>
</g>
</g>
<g id="text_12">
- <!-- $\mathdefault{0.0030}$ -->
- <g transform="translate(41.036006 193.309311)scale(0.3 -0.3)">
+ <!-- $\mathdefault{0.00075}$ -->
+ <g transform="translate(64.282237 344.50109)scale(0.3 -0.3)">
+ <defs>
+ <path d="M 45.09375 61.796875
+L 45.09375 64
+L 21.59375 64
+C 9.90625 64 9.703125 65.09375 9.296875 67
+L 7.5 67
+L 4.59375 48.5
+L 6.40625 48.5
+C 6.703125 50.40625 7.40625 55.5 8.59375 57.390625
+C 9.203125 58.1875 16.59375 58.1875 18.296875 58.1875
+L 40.296875 58.1875
+L 29.203125 41.71875
+C 21.796875 30.640625 16.703125 15.671875 16.703125 2.59375
+C 16.703125 1.390625 16.703125 -2 20.296875 -2
+C 23.90625 -2 23.90625 1.390625 23.90625 2.6875
+L 23.90625 7.28125
+C 23.90625 23.65625 26.703125 34.4375 31.296875 41.3125
+z
+" id="CMR17-55"/>
+ </defs>
+ <use transform="scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(45.690477 0)scale(0.996264)" xlink:href="#CMMI12-58"/>
+ <use transform="translate(72.787654 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(118.478131 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(164.168608 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(209.859086 0)scale(0.996264)" xlink:href="#CMR17-55"/>
+ <use transform="translate(255.549563 0)scale(0.996264)" xlink:href="#CMR17-53"/>
+ </g>
+ </g>
+ </g>
+ <g id="ytick_7">
+ <g id="line2d_23">
+ <path clip-path="url(#pd8dcdef943)" d="M 161.654249 224.093058
+L 1500.854249 224.093058
+" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
+ </g>
+ <g id="line2d_24">
+ <g>
+ <use style="stroke:#000000;stroke-width:0.8;" x="161.654249" xlink:href="#mc944642e65" y="224.093058"/>
+ </g>
+ </g>
+ <g id="text_13">
+ <!-- $\mathdefault{0.00100}$ -->
+ <g transform="translate(64.282237 234.470806)scale(0.3 -0.3)">
+ <defs>
+ <path d="M 26.59375 63.796875
+C 26.59375 65.890625 26.5 66 25.09375 66
+C 21.203125 61.359375 15.296875 59.890625 9.703125 59.6875
+C 9.40625 59.6875 8.90625 59.6875 8.796875 59.5
+C 8.703125 59.296875 8.703125 59.09375 8.703125 57
+C 11.796875 57 17 57.59375 21 59.984375
+L 21 7.296875
+C 21 3.796875 20.796875 2.59375 12.203125 2.59375
+L 9.203125 2.59375
+L 9.203125 0
+C 14 0.09375 19 0.1875 23.796875 0.1875
+C 28.59375 0.1875 33.59375 0.09375 38.40625 0
+L 38.40625 2.59375
+L 35.40625 2.59375
+C 26.796875 2.59375 26.59375 3.6875 26.59375 7.296875
+z
+" id="CMR17-49"/>
+ </defs>
<use transform="scale(0.996264)" xlink:href="#CMR17-48"/>
<use transform="translate(45.690477 0)scale(0.996264)" xlink:href="#CMMI12-58"/>
<use transform="translate(72.787654 0)scale(0.996264)" xlink:href="#CMR17-48"/>
<use transform="translate(118.478131 0)scale(0.996264)" xlink:href="#CMR17-48"/>
- <use transform="translate(164.168608 0)scale(0.996264)" xlink:href="#CMR17-51"/>
+ <use transform="translate(164.168608 0)scale(0.996264)" xlink:href="#CMR17-49"/>
<use transform="translate(209.859086 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(255.549563 0)scale(0.996264)" xlink:href="#CMR17-48"/>
</g>
</g>
</g>
- <g id="text_13">
+ <g id="ytick_8">
+ <g id="line2d_25">
+ <path clip-path="url(#pd8dcdef943)" d="M 161.654249 114.062775
+L 1500.854249 114.062775
+" style="fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;"/>
+ </g>
+ <g id="line2d_26">
+ <g>
+ <use style="stroke:#000000;stroke-width:0.8;" x="161.654249" xlink:href="#mc944642e65" y="114.062775"/>
+ </g>
+ </g>
+ <g id="text_14">
+ <!-- $\mathdefault{0.00125}$ -->
+ <g transform="translate(64.282237 124.440522)scale(0.3 -0.3)">
+ <use transform="scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(45.690477 0)scale(0.996264)" xlink:href="#CMMI12-58"/>
+ <use transform="translate(72.787654 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(118.478131 0)scale(0.996264)" xlink:href="#CMR17-48"/>
+ <use transform="translate(164.168608 0)scale(0.996264)" xlink:href="#CMR17-49"/>
+ <use transform="translate(209.859086 0)scale(0.996264)" xlink:href="#CMR17-50"/>
+ <use transform="translate(255.549563 0)scale(0.996264)" xlink:href="#CMR17-53"/>
+ </g>
+ </g>
+ </g>
+ <g id="text_15">
<!-- velocity [m/s] -->
<g transform="translate(29.589033 550.420079)rotate(-90)scale(0.3 -0.3)">
<defs>
@@ -977,285 +1153,421 @@ z
</g>
</g>
</g>
- <g id="line2d_23">
- <path clip-path="url(#p96ffed4592)" d="M 185.573602 862.727567
-L 206.932454 689.521639
-L 228.291306 728.745952
-L 249.650157 783.191282
-L 271.009009 468.163863
-L 292.367861 659.985758
-L 313.726712 486.536637
-L 335.085564 798.431454
-L 356.444416 648.256721
-L 377.803267 460.302759
-L 399.162119 478.681587
-L 420.520971 644.816379
-L 441.879822 616.767625
-L 463.238674 613.035047
-L 484.597526 725.147463
-L 505.956377 651.871632
-L 527.315229 323.905365
-L 548.674081 359.114968
-L 570.032932 470.661087
-L 591.391784 283.097335
-L 612.750636 579.199184
-L 634.109487 667.044604
-L 655.468339 605.612676
-L 676.827191 654.409784
-L 698.186042 321.233952
-L 719.544894 480.420938
-L 740.903746 775.351064
-L 762.262598 726.180257
-L 783.621449 741.502693
-L 804.980301 836.957594
-L 826.339153 663.423592
-L 847.698004 562.836576
-L 869.056856 351.566575
-L 890.415708 224.785287
-L 911.774559 638.830518
-L 933.133411 645.774217
-L 954.492263 346.977776
-L 975.851114 513.290293
-L 997.209966 484.895985
-L 1018.568818 293.620912
-L 1039.927669 639.404564
-L 1061.286521 719.644314
-L 1082.645373 655.871868
-L 1104.004224 408.153398
-L 1125.363076 508.319726
-L 1146.721928 637.493057
-L 1168.080779 219.144872
-L 1189.439631 210.923105
-L 1210.798483 331.676322
-L 1232.157334 299.844407
-L 1253.516186 686.326868
-L 1274.875038 429.843758
-L 1296.233889 756.14019
-L 1317.592741 758.405527
-L 1338.951593 86.584932
-L 1360.310444 260.271312
-L 1381.669296 620.740041
-L 1403.028148 740.901775
+ <g id="line2d_27">
+ <path clip-path="url(#pd8dcdef943)" d="M 222.526977 453.176997
+L 235.905598 565.503991
+L 249.284219 519.103194
+L 262.662841 430.526064
+L 276.041462 321.839804
+L 289.420083 579.564949
+L 302.798705 531.523414
+L 316.177326 531.48754
+L 329.555948 532.995286
+L 342.934569 427.738637
+L 356.31319 375.167692
+L 369.691812 252.678259
+L 383.070433 444.163074
+L 396.449055 651.844832
+L 409.827676 621.505076
+L 423.206297 457.29583
+L 436.584919 480.758866
+L 449.96354 649.564363
+L 463.342161 459.568061
+L 476.720783 603.532675
+L 490.099404 539.120699
+L 503.478026 396.532612
+L 516.856647 631.452872
+L 530.235268 374.293917
+L 543.61389 528.798587
+L 556.992511 551.259055
+L 570.371132 610.749166
+L 583.749754 374.632242
+L 597.128375 570.060287
+L 610.506997 318.219095
+L 623.885618 425.4672
+L 637.264239 441.848516
+L 650.642861 387.666994
+L 664.021482 528.892938
+L 677.400103 431.160004
+L 690.778725 627.296191
+L 704.157346 541.911721
+L 717.535968 585.351033
+L 730.914589 472.907215
+L 744.29321 298.732287
+L 757.671832 374.792686
+L 771.050453 477.112066
+L 784.429074 540.201039
+L 797.807696 538.015333
+L 811.186317 505.178535
+L 824.564939 517.341032
+L 837.94356 550.111848
+L 851.322181 379.476874
+L 864.700803 509.298062
+L 878.079424 443.805906
+L 891.458046 280.914455
+L 904.836667 470.225592
+L 918.215288 599.178087
+L 931.59391 589.605426
+L 944.972531 579.681414
+L 958.351152 516.17685
+L 971.729774 467.029361
+L 985.108395 510.00519
+L 998.487017 555.599902
+L 1011.865638 541.871195
+L 1025.244259 570.563953
+L 1038.622881 518.028269
+L 1052.001502 566.884866
+L 1065.380123 358.319112
+L 1078.758745 500.705276
+L 1092.137366 484.338605
+L 1105.515988 628.684128
+L 1118.894609 568.962685
+L 1132.27323 334.816464
+L 1145.651852 392.230923
+L 1159.030473 576.155478
+L 1172.409094 526.759076
+L 1185.787716 566.263176
+L 1199.166337 529.550576
+L 1212.544959 484.282897
+L 1225.92358 639.490675
+L 1239.302201 589.086061
+L 1252.680823 502.444329
+L 1266.059444 530.454043
+L 1279.438066 631.791119
+L 1292.816687 617.430163
+L 1306.195308 580.399124
+L 1319.57393 535.158431
+L 1332.952551 555.33174
+L 1346.331172 384.303019
+L 1359.709794 617.790477
+L 1373.088415 310.493728
+L 1386.467037 532.752297
+L 1399.845658 505.798273
+L 1413.224279 409.402276
+L 1426.602901 535.518804
+L 1439.981522 556.604148
" style="fill:none;stroke:#000080;stroke-linecap:square;stroke-width:2;"/>
<defs>
<path d="M -3 3
L 3 -3
M -3 -3
L 3 3
-" id="m37f841ad81" style="stroke:#000080;"/>
+" id="mdcf838cc8e" style="stroke:#000080;"/>
</defs>
- <g clip-path="url(#p96ffed4592)">
- <use style="fill:#000080;stroke:#000080;" x="185.573602" xlink:href="#m37f841ad81" y="862.727567"/>
- <use style="fill:#000080;stroke:#000080;" x="206.932454" xlink:href="#m37f841ad81" y="689.521639"/>
- <use style="fill:#000080;stroke:#000080;" x="228.291306" xlink:href="#m37f841ad81" y="728.745952"/>
- <use style="fill:#000080;stroke:#000080;" x="249.650157" xlink:href="#m37f841ad81" y="783.191282"/>
- <use style="fill:#000080;stroke:#000080;" x="271.009009" xlink:href="#m37f841ad81" y="468.163863"/>
- <use style="fill:#000080;stroke:#000080;" x="292.367861" xlink:href="#m37f841ad81" y="659.985758"/>
- <use style="fill:#000080;stroke:#000080;" x="313.726712" xlink:href="#m37f841ad81" y="486.536637"/>
- <use style="fill:#000080;stroke:#000080;" x="335.085564" xlink:href="#m37f841ad81" y="798.431454"/>
- <use style="fill:#000080;stroke:#000080;" x="356.444416" xlink:href="#m37f841ad81" y="648.256721"/>
- <use style="fill:#000080;stroke:#000080;" x="377.803267" xlink:href="#m37f841ad81" y="460.302759"/>
- <use style="fill:#000080;stroke:#000080;" x="399.162119" xlink:href="#m37f841ad81" y="478.681587"/>
- <use style="fill:#000080;stroke:#000080;" x="420.520971" xlink:href="#m37f841ad81" y="644.816379"/>
- <use style="fill:#000080;stroke:#000080;" x="441.879822" xlink:href="#m37f841ad81" y="616.767625"/>
- <use style="fill:#000080;stroke:#000080;" x="463.238674" xlink:href="#m37f841ad81" y="613.035047"/>
- <use style="fill:#000080;stroke:#000080;" x="484.597526" xlink:href="#m37f841ad81" y="725.147463"/>
- <use style="fill:#000080;stroke:#000080;" x="505.956377" xlink:href="#m37f841ad81" y="651.871632"/>
- <use style="fill:#000080;stroke:#000080;" x="527.315229" xlink:href="#m37f841ad81" y="323.905365"/>
- <use style="fill:#000080;stroke:#000080;" x="548.674081" xlink:href="#m37f841ad81" y="359.114968"/>
- <use style="fill:#000080;stroke:#000080;" x="570.032932" xlink:href="#m37f841ad81" y="470.661087"/>
- <use style="fill:#000080;stroke:#000080;" x="591.391784" xlink:href="#m37f841ad81" y="283.097335"/>
- <use style="fill:#000080;stroke:#000080;" x="612.750636" xlink:href="#m37f841ad81" y="579.199184"/>
- <use style="fill:#000080;stroke:#000080;" x="634.109487" xlink:href="#m37f841ad81" y="667.044604"/>
- <use style="fill:#000080;stroke:#000080;" x="655.468339" xlink:href="#m37f841ad81" y="605.612676"/>
- <use style="fill:#000080;stroke:#000080;" x="676.827191" xlink:href="#m37f841ad81" y="654.409784"/>
- <use style="fill:#000080;stroke:#000080;" x="698.186042" xlink:href="#m37f841ad81" y="321.233952"/>
- <use style="fill:#000080;stroke:#000080;" x="719.544894" xlink:href="#m37f841ad81" y="480.420938"/>
- <use style="fill:#000080;stroke:#000080;" x="740.903746" xlink:href="#m37f841ad81" y="775.351064"/>
- <use style="fill:#000080;stroke:#000080;" x="762.262598" xlink:href="#m37f841ad81" y="726.180257"/>
- <use style="fill:#000080;stroke:#000080;" x="783.621449" xlink:href="#m37f841ad81" y="741.502693"/>
- <use style="fill:#000080;stroke:#000080;" x="804.980301" xlink:href="#m37f841ad81" y="836.957594"/>
- <use style="fill:#000080;stroke:#000080;" x="826.339153" xlink:href="#m37f841ad81" y="663.423592"/>
- <use style="fill:#000080;stroke:#000080;" x="847.698004" xlink:href="#m37f841ad81" y="562.836576"/>
- <use style="fill:#000080;stroke:#000080;" x="869.056856" xlink:href="#m37f841ad81" y="351.566575"/>
- <use style="fill:#000080;stroke:#000080;" x="890.415708" xlink:href="#m37f841ad81" y="224.785287"/>
- <use style="fill:#000080;stroke:#000080;" x="911.774559" xlink:href="#m37f841ad81" y="638.830518"/>
- <use style="fill:#000080;stroke:#000080;" x="933.133411" xlink:href="#m37f841ad81" y="645.774217"/>
- <use style="fill:#000080;stroke:#000080;" x="954.492263" xlink:href="#m37f841ad81" y="346.977776"/>
- <use style="fill:#000080;stroke:#000080;" x="975.851114" xlink:href="#m37f841ad81" y="513.290293"/>
- <use style="fill:#000080;stroke:#000080;" x="997.209966" xlink:href="#m37f841ad81" y="484.895985"/>
- <use style="fill:#000080;stroke:#000080;" x="1018.568818" xlink:href="#m37f841ad81" y="293.620912"/>
- <use style="fill:#000080;stroke:#000080;" x="1039.927669" xlink:href="#m37f841ad81" y="639.404564"/>
- <use style="fill:#000080;stroke:#000080;" x="1061.286521" xlink:href="#m37f841ad81" y="719.644314"/>
- <use style="fill:#000080;stroke:#000080;" x="1082.645373" xlink:href="#m37f841ad81" y="655.871868"/>
- <use style="fill:#000080;stroke:#000080;" x="1104.004224" xlink:href="#m37f841ad81" y="408.153398"/>
- <use style="fill:#000080;stroke:#000080;" x="1125.363076" xlink:href="#m37f841ad81" y="508.319726"/>
- <use style="fill:#000080;stroke:#000080;" x="1146.721928" xlink:href="#m37f841ad81" y="637.493057"/>
- <use style="fill:#000080;stroke:#000080;" x="1168.080779" xlink:href="#m37f841ad81" y="219.144872"/>
- <use style="fill:#000080;stroke:#000080;" x="1189.439631" xlink:href="#m37f841ad81" y="210.923105"/>
- <use style="fill:#000080;stroke:#000080;" x="1210.798483" xlink:href="#m37f841ad81" y="331.676322"/>
- <use style="fill:#000080;stroke:#000080;" x="1232.157334" xlink:href="#m37f841ad81" y="299.844407"/>
- <use style="fill:#000080;stroke:#000080;" x="1253.516186" xlink:href="#m37f841ad81" y="686.326868"/>
- <use style="fill:#000080;stroke:#000080;" x="1274.875038" xlink:href="#m37f841ad81" y="429.843758"/>
- <use style="fill:#000080;stroke:#000080;" x="1296.233889" xlink:href="#m37f841ad81" y="756.14019"/>
- <use style="fill:#000080;stroke:#000080;" x="1317.592741" xlink:href="#m37f841ad81" y="758.405527"/>
- <use style="fill:#000080;stroke:#000080;" x="1338.951593" xlink:href="#m37f841ad81" y="86.584932"/>
- <use style="fill:#000080;stroke:#000080;" x="1360.310444" xlink:href="#m37f841ad81" y="260.271312"/>
- <use style="fill:#000080;stroke:#000080;" x="1381.669296" xlink:href="#m37f841ad81" y="620.740041"/>
- <use style="fill:#000080;stroke:#000080;" x="1403.028148" xlink:href="#m37f841ad81" y="740.901775"/>
+ <g clip-path="url(#pd8dcdef943)">
+ <use style="fill:#000080;stroke:#000080;" x="222.526977" xlink:href="#mdcf838cc8e" y="453.176997"/>
+ <use style="fill:#000080;stroke:#000080;" x="235.905598" xlink:href="#mdcf838cc8e" y="565.503991"/>
+ <use style="fill:#000080;stroke:#000080;" x="249.284219" xlink:href="#mdcf838cc8e" y="519.103194"/>
+ <use style="fill:#000080;stroke:#000080;" x="262.662841" xlink:href="#mdcf838cc8e" y="430.526064"/>
+ <use style="fill:#000080;stroke:#000080;" x="276.041462" xlink:href="#mdcf838cc8e" y="321.839804"/>
+ <use style="fill:#000080;stroke:#000080;" x="289.420083" xlink:href="#mdcf838cc8e" y="579.564949"/>
+ <use style="fill:#000080;stroke:#000080;" x="302.798705" xlink:href="#mdcf838cc8e" y="531.523414"/>
+ <use style="fill:#000080;stroke:#000080;" x="316.177326" xlink:href="#mdcf838cc8e" y="531.48754"/>
+ <use style="fill:#000080;stroke:#000080;" x="329.555948" xlink:href="#mdcf838cc8e" y="532.995286"/>
+ <use style="fill:#000080;stroke:#000080;" x="342.934569" xlink:href="#mdcf838cc8e" y="427.738637"/>
+ <use style="fill:#000080;stroke:#000080;" x="356.31319" xlink:href="#mdcf838cc8e" y="375.167692"/>
+ <use style="fill:#000080;stroke:#000080;" x="369.691812" xlink:href="#mdcf838cc8e" y="252.678259"/>
+ <use style="fill:#000080;stroke:#000080;" x="383.070433" xlink:href="#mdcf838cc8e" y="444.163074"/>
+ <use style="fill:#000080;stroke:#000080;" x="396.449055" xlink:href="#mdcf838cc8e" y="651.844832"/>
+ <use style="fill:#000080;stroke:#000080;" x="409.827676" xlink:href="#mdcf838cc8e" y="621.505076"/>
+ <use style="fill:#000080;stroke:#000080;" x="423.206297" xlink:href="#mdcf838cc8e" y="457.29583"/>
+ <use style="fill:#000080;stroke:#000080;" x="436.584919" xlink:href="#mdcf838cc8e" y="480.758866"/>
+ <use style="fill:#000080;stroke:#000080;" x="449.96354" xlink:href="#mdcf838cc8e" y="649.564363"/>
+ <use style="fill:#000080;stroke:#000080;" x="463.342161" xlink:href="#mdcf838cc8e" y="459.568061"/>
+ <use style="fill:#000080;stroke:#000080;" x="476.720783" xlink:href="#mdcf838cc8e" y="603.532675"/>
+ <use style="fill:#000080;stroke:#000080;" x="490.099404" xlink:href="#mdcf838cc8e" y="539.120699"/>
+ <use style="fill:#000080;stroke:#000080;" x="503.478026" xlink:href="#mdcf838cc8e" y="396.532612"/>
+ <use style="fill:#000080;stroke:#000080;" x="516.856647" xlink:href="#mdcf838cc8e" y="631.452872"/>
+ <use style="fill:#000080;stroke:#000080;" x="530.235268" xlink:href="#mdcf838cc8e" y="374.293917"/>
+ <use style="fill:#000080;stroke:#000080;" x="543.61389" xlink:href="#mdcf838cc8e" y="528.798587"/>
+ <use style="fill:#000080;stroke:#000080;" x="556.992511" xlink:href="#mdcf838cc8e" y="551.259055"/>
+ <use style="fill:#000080;stroke:#000080;" x="570.371132" xlink:href="#mdcf838cc8e" y="610.749166"/>
+ <use style="fill:#000080;stroke:#000080;" x="583.749754" xlink:href="#mdcf838cc8e" y="374.632242"/>
+ <use style="fill:#000080;stroke:#000080;" x="597.128375" xlink:href="#mdcf838cc8e" y="570.060287"/>
+ <use style="fill:#000080;stroke:#000080;" x="610.506997" xlink:href="#mdcf838cc8e" y="318.219095"/>
+ <use style="fill:#000080;stroke:#000080;" x="623.885618" xlink:href="#mdcf838cc8e" y="425.4672"/>
+ <use style="fill:#000080;stroke:#000080;" x="637.264239" xlink:href="#mdcf838cc8e" y="441.848516"/>
+ <use style="fill:#000080;stroke:#000080;" x="650.642861" xlink:href="#mdcf838cc8e" y="387.666994"/>
+ <use style="fill:#000080;stroke:#000080;" x="664.021482" xlink:href="#mdcf838cc8e" y="528.892938"/>
+ <use style="fill:#000080;stroke:#000080;" x="677.400103" xlink:href="#mdcf838cc8e" y="431.160004"/>
+ <use style="fill:#000080;stroke:#000080;" x="690.778725" xlink:href="#mdcf838cc8e" y="627.296191"/>
+ <use style="fill:#000080;stroke:#000080;" x="704.157346" xlink:href="#mdcf838cc8e" y="541.911721"/>
+ <use style="fill:#000080;stroke:#000080;" x="717.535968" xlink:href="#mdcf838cc8e" y="585.351033"/>
+ <use style="fill:#000080;stroke:#000080;" x="730.914589" xlink:href="#mdcf838cc8e" y="472.907215"/>
+ <use style="fill:#000080;stroke:#000080;" x="744.29321" xlink:href="#mdcf838cc8e" y="298.732287"/>
+ <use style="fill:#000080;stroke:#000080;" x="757.671832" xlink:href="#mdcf838cc8e" y="374.792686"/>
+ <use style="fill:#000080;stroke:#000080;" x="771.050453" xlink:href="#mdcf838cc8e" y="477.112066"/>
+ <use style="fill:#000080;stroke:#000080;" x="784.429074" xlink:href="#mdcf838cc8e" y="540.201039"/>
+ <use style="fill:#000080;stroke:#000080;" x="797.807696" xlink:href="#mdcf838cc8e" y="538.015333"/>
+ <use style="fill:#000080;stroke:#000080;" x="811.186317" xlink:href="#mdcf838cc8e" y="505.178535"/>
+ <use style="fill:#000080;stroke:#000080;" x="824.564939" xlink:href="#mdcf838cc8e" y="517.341032"/>
+ <use style="fill:#000080;stroke:#000080;" x="837.94356" xlink:href="#mdcf838cc8e" y="550.111848"/>
+ <use style="fill:#000080;stroke:#000080;" x="851.322181" xlink:href="#mdcf838cc8e" y="379.476874"/>
+ <use style="fill:#000080;stroke:#000080;" x="864.700803" xlink:href="#mdcf838cc8e" y="509.298062"/>
+ <use style="fill:#000080;stroke:#000080;" x="878.079424" xlink:href="#mdcf838cc8e" y="443.805906"/>
+ <use style="fill:#000080;stroke:#000080;" x="891.458046" xlink:href="#mdcf838cc8e" y="280.914455"/>
+ <use style="fill:#000080;stroke:#000080;" x="904.836667" xlink:href="#mdcf838cc8e" y="470.225592"/>
+ <use style="fill:#000080;stroke:#000080;" x="918.215288" xlink:href="#mdcf838cc8e" y="599.178087"/>
+ <use style="fill:#000080;stroke:#000080;" x="931.59391" xlink:href="#mdcf838cc8e" y="589.605426"/>
+ <use style="fill:#000080;stroke:#000080;" x="944.972531" xlink:href="#mdcf838cc8e" y="579.681414"/>
+ <use style="fill:#000080;stroke:#000080;" x="958.351152" xlink:href="#mdcf838cc8e" y="516.17685"/>
+ <use style="fill:#000080;stroke:#000080;" x="971.729774" xlink:href="#mdcf838cc8e" y="467.029361"/>
+ <use style="fill:#000080;stroke:#000080;" x="985.108395" xlink:href="#mdcf838cc8e" y="510.00519"/>
+ <use style="fill:#000080;stroke:#000080;" x="998.487017" xlink:href="#mdcf838cc8e" y="555.599902"/>
+ <use style="fill:#000080;stroke:#000080;" x="1011.865638" xlink:href="#mdcf838cc8e" y="541.871195"/>
+ <use style="fill:#000080;stroke:#000080;" x="1025.244259" xlink:href="#mdcf838cc8e" y="570.563953"/>
+ <use style="fill:#000080;stroke:#000080;" x="1038.622881" xlink:href="#mdcf838cc8e" y="518.028269"/>
+ <use style="fill:#000080;stroke:#000080;" x="1052.001502" xlink:href="#mdcf838cc8e" y="566.884866"/>
+ <use style="fill:#000080;stroke:#000080;" x="1065.380123" xlink:href="#mdcf838cc8e" y="358.319112"/>
+ <use style="fill:#000080;stroke:#000080;" x="1078.758745" xlink:href="#mdcf838cc8e" y="500.705276"/>
+ <use style="fill:#000080;stroke:#000080;" x="1092.137366" xlink:href="#mdcf838cc8e" y="484.338605"/>
+ <use style="fill:#000080;stroke:#000080;" x="1105.515988" xlink:href="#mdcf838cc8e" y="628.684128"/>
+ <use style="fill:#000080;stroke:#000080;" x="1118.894609" xlink:href="#mdcf838cc8e" y="568.962685"/>
+ <use style="fill:#000080;stroke:#000080;" x="1132.27323" xlink:href="#mdcf838cc8e" y="334.816464"/>
+ <use style="fill:#000080;stroke:#000080;" x="1145.651852" xlink:href="#mdcf838cc8e" y="392.230923"/>
+ <use style="fill:#000080;stroke:#000080;" x="1159.030473" xlink:href="#mdcf838cc8e" y="576.155478"/>
+ <use style="fill:#000080;stroke:#000080;" x="1172.409094" xlink:href="#mdcf838cc8e" y="526.759076"/>
+ <use style="fill:#000080;stroke:#000080;" x="1185.787716" xlink:href="#mdcf838cc8e" y="566.263176"/>
+ <use style="fill:#000080;stroke:#000080;" x="1199.166337" xlink:href="#mdcf838cc8e" y="529.550576"/>
+ <use style="fill:#000080;stroke:#000080;" x="1212.544959" xlink:href="#mdcf838cc8e" y="484.282897"/>
+ <use style="fill:#000080;stroke:#000080;" x="1225.92358" xlink:href="#mdcf838cc8e" y="639.490675"/>
+ <use style="fill:#000080;stroke:#000080;" x="1239.302201" xlink:href="#mdcf838cc8e" y="589.086061"/>
+ <use style="fill:#000080;stroke:#000080;" x="1252.680823" xlink:href="#mdcf838cc8e" y="502.444329"/>
+ <use style="fill:#000080;stroke:#000080;" x="1266.059444" xlink:href="#mdcf838cc8e" y="530.454043"/>
+ <use style="fill:#000080;stroke:#000080;" x="1279.438066" xlink:href="#mdcf838cc8e" y="631.791119"/>
+ <use style="fill:#000080;stroke:#000080;" x="1292.816687" xlink:href="#mdcf838cc8e" y="617.430163"/>
+ <use style="fill:#000080;stroke:#000080;" x="1306.195308" xlink:href="#mdcf838cc8e" y="580.399124"/>
+ <use style="fill:#000080;stroke:#000080;" x="1319.57393" xlink:href="#mdcf838cc8e" y="535.158431"/>
+ <use style="fill:#000080;stroke:#000080;" x="1332.952551" xlink:href="#mdcf838cc8e" y="555.33174"/>
+ <use style="fill:#000080;stroke:#000080;" x="1346.331172" xlink:href="#mdcf838cc8e" y="384.303019"/>
+ <use style="fill:#000080;stroke:#000080;" x="1359.709794" xlink:href="#mdcf838cc8e" y="617.790477"/>
+ <use style="fill:#000080;stroke:#000080;" x="1373.088415" xlink:href="#mdcf838cc8e" y="310.493728"/>
+ <use style="fill:#000080;stroke:#000080;" x="1386.467037" xlink:href="#mdcf838cc8e" y="532.752297"/>
+ <use style="fill:#000080;stroke:#000080;" x="1399.845658" xlink:href="#mdcf838cc8e" y="505.798273"/>
+ <use style="fill:#000080;stroke:#000080;" x="1413.224279" xlink:href="#mdcf838cc8e" y="409.402276"/>
+ <use style="fill:#000080;stroke:#000080;" x="1426.602901" xlink:href="#mdcf838cc8e" y="535.518804"/>
+ <use style="fill:#000080;stroke:#000080;" x="1439.981522" xlink:href="#mdcf838cc8e" y="556.604148"/>
</g>
</g>
- <g id="line2d_24">
- <path clip-path="url(#p96ffed4592)" d="M 185.573602 858.671424
-L 206.932454 683.819566
-L 228.291306 725.230566
-L 249.650157 787.396884
-L 271.009009 472.610046
-L 292.367861 662.06002
-L 313.726712 479.610918
-L 335.085564 791.448262
-L 356.444416 646.306112
-L 377.803267 460.251896
-L 399.162119 477.168241
-L 420.520971 645.169422
-L 441.879822 621.106362
-L 463.238674 616.616171
-L 484.597526 725.638403
-L 505.956377 648.395892
-L 527.315229 323.825872
-L 548.674081 362.638592
-L 570.032932 470.596934
-L 591.391784 286.322895
-L 612.750636 579.825262
-L 634.109487 671.40213
-L 655.468339 610.054432
-L 676.827191 656.297409
-L 698.186042 324.256881
-L 719.544894 484.901465
-L 740.903746 774.980791
-L 762.262598 727.561677
-L 783.621449 745.045102
-L 804.980301 837.77084
-L 826.339153 656.962822
-L 847.698004 567.520799
-L 869.056856 360.741996
-L 890.415708 223.936089
-L 911.774559 639.31488
-L 933.133411 642.629734
-L 954.492263 339.825375
-L 975.851114 510.341366
-L 997.209966 479.032435
-L 1018.568818 293.761917
-L 1039.927669 637.989746
-L 1061.286521 722.62753
-L 1082.645373 657.879776
-L 1104.004224 409.818423
-L 1125.363076 516.339973
-L 1146.721928 644.694032
-L 1168.080779 205.955753
-L 1189.439631 215.235953
-L 1210.798483 334.902648
-L 1232.157334 312.000097
-L 1253.516186 682.503938
-L 1274.875038 431.466005
-L 1296.233889 753.777457
-L 1317.592741 755.48653
-L 1338.951593 80.850918
-L 1360.310444 268.784343
-L 1381.669296 615.199006
-L 1403.028148 740.870316
+ <g id="line2d_28">
+ <path clip-path="url(#pd8dcdef943)" d="M 222.526977 457.482335
+L 235.905598 575.459711
+L 249.284219 533.092323
+L 262.662841 448.505428
+L 276.041462 331.959102
+L 289.420083 587.380981
+L 302.798705 505.043386
+L 316.177326 378.006524
+L 329.555948 534.607124
+L 342.934569 435.296134
+L 356.31319 361.132011
+L 369.691812 325.387214
+L 383.070433 424.465323
+L 396.449055 506.845921
+L 409.827676 569.184441
+L 423.206297 376.789662
+L 436.584919 383.228537
+L 449.96354 578.480079
+L 463.342161 472.084173
+L 476.720783 641.562984
+L 490.099404 538.395479
+L 503.478026 347.464863
+L 516.856647 529.261656
+L 530.235268 352.029745
+L 543.61389 502.225539
+L 556.992511 533.750724
+L 570.371132 589.041543
+L 583.749754 333.293109
+L 597.128375 579.550828
+L 610.506997 310.645971
+L 623.885618 423.686061
+L 637.264239 360.995308
+L 650.642861 384.481765
+L 664.021482 506.014058
+L 677.400103 435.635886
+L 690.778725 486.101645
+L 704.157346 505.289528
+L 717.535968 588.96777
+L 730.914589 472.931169
+L 744.29321 287.630764
+L 757.671832 338.702137
+L 771.050453 498.855491
+L 784.429074 553.203055
+L 797.807696 430.097445
+L 811.186317 476.516985
+L 824.564939 526.382253
+L 837.94356 530.670852
+L 851.322181 374.497729
+L 864.700803 487.115485
+L 878.079424 457.343718
+L 891.458046 324.883321
+L 904.836667 458.503423
+L 918.215288 630.054737
+L 931.59391 562.455054
+L 944.972531 443.188474
+L 958.351152 489.710231
+L 971.729774 415.967617
+L 985.108395 510.758711
+L 998.487017 517.370951
+L 1011.865638 560.630602
+L 1025.244259 568.04507
+L 1038.622881 481.624317
+L 1052.001502 540.486432
+L 1065.380123 421.859871
+L 1078.758745 492.303762
+L 1092.137366 443.484182
+L 1105.515988 625.90001
+L 1118.894609 575.223413
+L 1132.27323 328.338167
+L 1145.651852 345.451292
+L 1159.030473 579.352009
+L 1172.409094 544.964688
+L 1185.787716 568.86149
+L 1199.166337 496.778546
+L 1212.544959 471.367367
+L 1225.92358 643.586743
+L 1239.302201 546.158833
+L 1252.680823 386.401266
+L 1266.059444 545.036596
+L 1279.438066 616.889639
+L 1292.816687 435.594362
+L 1306.195308 577.878318
+L 1319.57393 504.688267
+L 1332.952551 469.21116
+L 1346.331172 379.002073
+L 1359.709794 650.126249
+L 1373.088415 316.36607
+L 1386.467037 539.505097
+L 1399.845658 509.284717
+L 1413.224279 390.591048
+L 1426.602901 499.941657
+L 1439.981522 511.447582
" style="fill:none;stroke:#008000;stroke-dasharray:7.4,3.2;stroke-dashoffset:0;stroke-width:2;"/>
<defs>
<path d="M -3 3
L 3 -3
M -3 -3
L 3 3
-" id="m43e0a6344c" style="stroke:#008000;"/>
+" id="m8716ddd73d" style="stroke:#008000;"/>
</defs>
- <g clip-path="url(#p96ffed4592)">
- <use style="fill:#008000;stroke:#008000;" x="185.573602" xlink:href="#m43e0a6344c" y="858.671424"/>
- <use style="fill:#008000;stroke:#008000;" x="206.932454" xlink:href="#m43e0a6344c" y="683.819566"/>
- <use style="fill:#008000;stroke:#008000;" x="228.291306" xlink:href="#m43e0a6344c" y="725.230566"/>
- <use style="fill:#008000;stroke:#008000;" x="249.650157" xlink:href="#m43e0a6344c" y="787.396884"/>
- <use style="fill:#008000;stroke:#008000;" x="271.009009" xlink:href="#m43e0a6344c" y="472.610046"/>
- <use style="fill:#008000;stroke:#008000;" x="292.367861" xlink:href="#m43e0a6344c" y="662.06002"/>
- <use style="fill:#008000;stroke:#008000;" x="313.726712" xlink:href="#m43e0a6344c" y="479.610918"/>
- <use style="fill:#008000;stroke:#008000;" x="335.085564" xlink:href="#m43e0a6344c" y="791.448262"/>
- <use style="fill:#008000;stroke:#008000;" x="356.444416" xlink:href="#m43e0a6344c" y="646.306112"/>
- <use style="fill:#008000;stroke:#008000;" x="377.803267" xlink:href="#m43e0a6344c" y="460.251896"/>
- <use style="fill:#008000;stroke:#008000;" x="399.162119" xlink:href="#m43e0a6344c" y="477.168241"/>
- <use style="fill:#008000;stroke:#008000;" x="420.520971" xlink:href="#m43e0a6344c" y="645.169422"/>
- <use style="fill:#008000;stroke:#008000;" x="441.879822" xlink:href="#m43e0a6344c" y="621.106362"/>
- <use style="fill:#008000;stroke:#008000;" x="463.238674" xlink:href="#m43e0a6344c" y="616.616171"/>
- <use style="fill:#008000;stroke:#008000;" x="484.597526" xlink:href="#m43e0a6344c" y="725.638403"/>
- <use style="fill:#008000;stroke:#008000;" x="505.956377" xlink:href="#m43e0a6344c" y="648.395892"/>
- <use style="fill:#008000;stroke:#008000;" x="527.315229" xlink:href="#m43e0a6344c" y="323.825872"/>
- <use style="fill:#008000;stroke:#008000;" x="548.674081" xlink:href="#m43e0a6344c" y="362.638592"/>
- <use style="fill:#008000;stroke:#008000;" x="570.032932" xlink:href="#m43e0a6344c" y="470.596934"/>
- <use style="fill:#008000;stroke:#008000;" x="591.391784" xlink:href="#m43e0a6344c" y="286.322895"/>
- <use style="fill:#008000;stroke:#008000;" x="612.750636" xlink:href="#m43e0a6344c" y="579.825262"/>
- <use style="fill:#008000;stroke:#008000;" x="634.109487" xlink:href="#m43e0a6344c" y="671.40213"/>
- <use style="fill:#008000;stroke:#008000;" x="655.468339" xlink:href="#m43e0a6344c" y="610.054432"/>
- <use style="fill:#008000;stroke:#008000;" x="676.827191" xlink:href="#m43e0a6344c" y="656.297409"/>
- <use style="fill:#008000;stroke:#008000;" x="698.186042" xlink:href="#m43e0a6344c" y="324.256881"/>
- <use style="fill:#008000;stroke:#008000;" x="719.544894" xlink:href="#m43e0a6344c" y="484.901465"/>
- <use style="fill:#008000;stroke:#008000;" x="740.903746" xlink:href="#m43e0a6344c" y="774.980791"/>
- <use style="fill:#008000;stroke:#008000;" x="762.262598" xlink:href="#m43e0a6344c" y="727.561677"/>
- <use style="fill:#008000;stroke:#008000;" x="783.621449" xlink:href="#m43e0a6344c" y="745.045102"/>
- <use style="fill:#008000;stroke:#008000;" x="804.980301" xlink:href="#m43e0a6344c" y="837.77084"/>
- <use style="fill:#008000;stroke:#008000;" x="826.339153" xlink:href="#m43e0a6344c" y="656.962822"/>
- <use style="fill:#008000;stroke:#008000;" x="847.698004" xlink:href="#m43e0a6344c" y="567.520799"/>
- <use style="fill:#008000;stroke:#008000;" x="869.056856" xlink:href="#m43e0a6344c" y="360.741996"/>
- <use style="fill:#008000;stroke:#008000;" x="890.415708" xlink:href="#m43e0a6344c" y="223.936089"/>
- <use style="fill:#008000;stroke:#008000;" x="911.774559" xlink:href="#m43e0a6344c" y="639.31488"/>
- <use style="fill:#008000;stroke:#008000;" x="933.133411" xlink:href="#m43e0a6344c" y="642.629734"/>
- <use style="fill:#008000;stroke:#008000;" x="954.492263" xlink:href="#m43e0a6344c" y="339.825375"/>
- <use style="fill:#008000;stroke:#008000;" x="975.851114" xlink:href="#m43e0a6344c" y="510.341366"/>
- <use style="fill:#008000;stroke:#008000;" x="997.209966" xlink:href="#m43e0a6344c" y="479.032435"/>
- <use style="fill:#008000;stroke:#008000;" x="1018.568818" xlink:href="#m43e0a6344c" y="293.761917"/>
- <use style="fill:#008000;stroke:#008000;" x="1039.927669" xlink:href="#m43e0a6344c" y="637.989746"/>
- <use style="fill:#008000;stroke:#008000;" x="1061.286521" xlink:href="#m43e0a6344c" y="722.62753"/>
- <use style="fill:#008000;stroke:#008000;" x="1082.645373" xlink:href="#m43e0a6344c" y="657.879776"/>
- <use style="fill:#008000;stroke:#008000;" x="1104.004224" xlink:href="#m43e0a6344c" y="409.818423"/>
- <use style="fill:#008000;stroke:#008000;" x="1125.363076" xlink:href="#m43e0a6344c" y="516.339973"/>
- <use style="fill:#008000;stroke:#008000;" x="1146.721928" xlink:href="#m43e0a6344c" y="644.694032"/>
- <use style="fill:#008000;stroke:#008000;" x="1168.080779" xlink:href="#m43e0a6344c" y="205.955753"/>
- <use style="fill:#008000;stroke:#008000;" x="1189.439631" xlink:href="#m43e0a6344c" y="215.235953"/>
- <use style="fill:#008000;stroke:#008000;" x="1210.798483" xlink:href="#m43e0a6344c" y="334.902648"/>
- <use style="fill:#008000;stroke:#008000;" x="1232.157334" xlink:href="#m43e0a6344c" y="312.000097"/>
- <use style="fill:#008000;stroke:#008000;" x="1253.516186" xlink:href="#m43e0a6344c" y="682.503938"/>
- <use style="fill:#008000;stroke:#008000;" x="1274.875038" xlink:href="#m43e0a6344c" y="431.466005"/>
- <use style="fill:#008000;stroke:#008000;" x="1296.233889" xlink:href="#m43e0a6344c" y="753.777457"/>
- <use style="fill:#008000;stroke:#008000;" x="1317.592741" xlink:href="#m43e0a6344c" y="755.48653"/>
- <use style="fill:#008000;stroke:#008000;" x="1338.951593" xlink:href="#m43e0a6344c" y="80.850918"/>
- <use style="fill:#008000;stroke:#008000;" x="1360.310444" xlink:href="#m43e0a6344c" y="268.784343"/>
- <use style="fill:#008000;stroke:#008000;" x="1381.669296" xlink:href="#m43e0a6344c" y="615.199006"/>
- <use style="fill:#008000;stroke:#008000;" x="1403.028148" xlink:href="#m43e0a6344c" y="740.870316"/>
+ <g clip-path="url(#pd8dcdef943)">
+ <use style="fill:#008000;stroke:#008000;" x="222.526977" xlink:href="#m8716ddd73d" y="457.482335"/>
+ <use style="fill:#008000;stroke:#008000;" x="235.905598" xlink:href="#m8716ddd73d" y="575.459711"/>
+ <use style="fill:#008000;stroke:#008000;" x="249.284219" xlink:href="#m8716ddd73d" y="533.092323"/>
+ <use style="fill:#008000;stroke:#008000;" x="262.662841" xlink:href="#m8716ddd73d" y="448.505428"/>
+ <use style="fill:#008000;stroke:#008000;" x="276.041462" xlink:href="#m8716ddd73d" y="331.959102"/>
+ <use style="fill:#008000;stroke:#008000;" x="289.420083" xlink:href="#m8716ddd73d" y="587.380981"/>
+ <use style="fill:#008000;stroke:#008000;" x="302.798705" xlink:href="#m8716ddd73d" y="505.043386"/>
+ <use style="fill:#008000;stroke:#008000;" x="316.177326" xlink:href="#m8716ddd73d" y="378.006524"/>
+ <use style="fill:#008000;stroke:#008000;" x="329.555948" xlink:href="#m8716ddd73d" y="534.607124"/>
+ <use style="fill:#008000;stroke:#008000;" x="342.934569" xlink:href="#m8716ddd73d" y="435.296134"/>
+ <use style="fill:#008000;stroke:#008000;" x="356.31319" xlink:href="#m8716ddd73d" y="361.132011"/>
+ <use style="fill:#008000;stroke:#008000;" x="369.691812" xlink:href="#m8716ddd73d" y="325.387214"/>
+ <use style="fill:#008000;stroke:#008000;" x="383.070433" xlink:href="#m8716ddd73d" y="424.465323"/>
+ <use style="fill:#008000;stroke:#008000;" x="396.449055" xlink:href="#m8716ddd73d" y="506.845921"/>
+ <use style="fill:#008000;stroke:#008000;" x="409.827676" xlink:href="#m8716ddd73d" y="569.184441"/>
+ <use style="fill:#008000;stroke:#008000;" x="423.206297" xlink:href="#m8716ddd73d" y="376.789662"/>
+ <use style="fill:#008000;stroke:#008000;" x="436.584919" xlink:href="#m8716ddd73d" y="383.228537"/>
+ <use style="fill:#008000;stroke:#008000;" x="449.96354" xlink:href="#m8716ddd73d" y="578.480079"/>
+ <use style="fill:#008000;stroke:#008000;" x="463.342161" xlink:href="#m8716ddd73d" y="472.084173"/>
+ <use style="fill:#008000;stroke:#008000;" x="476.720783" xlink:href="#m8716ddd73d" y="641.562984"/>
+ <use style="fill:#008000;stroke:#008000;" x="490.099404" xlink:href="#m8716ddd73d" y="538.395479"/>
+ <use style="fill:#008000;stroke:#008000;" x="503.478026" xlink:href="#m8716ddd73d" y="347.464863"/>
+ <use style="fill:#008000;stroke:#008000;" x="516.856647" xlink:href="#m8716ddd73d" y="529.261656"/>
+ <use style="fill:#008000;stroke:#008000;" x="530.235268" xlink:href="#m8716ddd73d" y="352.029745"/>
+ <use style="fill:#008000;stroke:#008000;" x="543.61389" xlink:href="#m8716ddd73d" y="502.225539"/>
+ <use style="fill:#008000;stroke:#008000;" x="556.992511" xlink:href="#m8716ddd73d" y="533.750724"/>
+ <use style="fill:#008000;stroke:#008000;" x="570.371132" xlink:href="#m8716ddd73d" y="589.041543"/>
+ <use style="fill:#008000;stroke:#008000;" x="583.749754" xlink:href="#m8716ddd73d" y="333.293109"/>
+ <use style="fill:#008000;stroke:#008000;" x="597.128375" xlink:href="#m8716ddd73d" y="579.550828"/>
+ <use style="fill:#008000;stroke:#008000;" x="610.506997" xlink:href="#m8716ddd73d" y="310.645971"/>
+ <use style="fill:#008000;stroke:#008000;" x="623.885618" xlink:href="#m8716ddd73d" y="423.686061"/>
+ <use style="fill:#008000;stroke:#008000;" x="637.264239" xlink:href="#m8716ddd73d" y="360.995308"/>
+ <use style="fill:#008000;stroke:#008000;" x="650.642861" xlink:href="#m8716ddd73d" y="384.481765"/>
+ <use style="fill:#008000;stroke:#008000;" x="664.021482" xlink:href="#m8716ddd73d" y="506.014058"/>
+ <use style="fill:#008000;stroke:#008000;" x="677.400103" xlink:href="#m8716ddd73d" y="435.635886"/>
+ <use style="fill:#008000;stroke:#008000;" x="690.778725" xlink:href="#m8716ddd73d" y="486.101645"/>
+ <use style="fill:#008000;stroke:#008000;" x="704.157346" xlink:href="#m8716ddd73d" y="505.289528"/>
+ <use style="fill:#008000;stroke:#008000;" x="717.535968" xlink:href="#m8716ddd73d" y="588.96777"/>
+ <use style="fill:#008000;stroke:#008000;" x="730.914589" xlink:href="#m8716ddd73d" y="472.931169"/>
+ <use style="fill:#008000;stroke:#008000;" x="744.29321" xlink:href="#m8716ddd73d" y="287.630764"/>
+ <use style="fill:#008000;stroke:#008000;" x="757.671832" xlink:href="#m8716ddd73d" y="338.702137"/>
+ <use style="fill:#008000;stroke:#008000;" x="771.050453" xlink:href="#m8716ddd73d" y="498.855491"/>
+ <use style="fill:#008000;stroke:#008000;" x="784.429074" xlink:href="#m8716ddd73d" y="553.203055"/>
+ <use style="fill:#008000;stroke:#008000;" x="797.807696" xlink:href="#m8716ddd73d" y="430.097445"/>
+ <use style="fill:#008000;stroke:#008000;" x="811.186317" xlink:href="#m8716ddd73d" y="476.516985"/>
+ <use style="fill:#008000;stroke:#008000;" x="824.564939" xlink:href="#m8716ddd73d" y="526.382253"/>
+ <use style="fill:#008000;stroke:#008000;" x="837.94356" xlink:href="#m8716ddd73d" y="530.670852"/>
+ <use style="fill:#008000;stroke:#008000;" x="851.322181" xlink:href="#m8716ddd73d" y="374.497729"/>
+ <use style="fill:#008000;stroke:#008000;" x="864.700803" xlink:href="#m8716ddd73d" y="487.115485"/>
+ <use style="fill:#008000;stroke:#008000;" x="878.079424" xlink:href="#m8716ddd73d" y="457.343718"/>
+ <use style="fill:#008000;stroke:#008000;" x="891.458046" xlink:href="#m8716ddd73d" y="324.883321"/>
+ <use style="fill:#008000;stroke:#008000;" x="904.836667" xlink:href="#m8716ddd73d" y="458.503423"/>
+ <use style="fill:#008000;stroke:#008000;" x="918.215288" xlink:href="#m8716ddd73d" y="630.054737"/>
+ <use style="fill:#008000;stroke:#008000;" x="931.59391" xlink:href="#m8716ddd73d" y="562.455054"/>
+ <use style="fill:#008000;stroke:#008000;" x="944.972531" xlink:href="#m8716ddd73d" y="443.188474"/>
+ <use style="fill:#008000;stroke:#008000;" x="958.351152" xlink:href="#m8716ddd73d" y="489.710231"/>
+ <use style="fill:#008000;stroke:#008000;" x="971.729774" xlink:href="#m8716ddd73d" y="415.967617"/>
+ <use style="fill:#008000;stroke:#008000;" x="985.108395" xlink:href="#m8716ddd73d" y="510.758711"/>
+ <use style="fill:#008000;stroke:#008000;" x="998.487017" xlink:href="#m8716ddd73d" y="517.370951"/>
+ <use style="fill:#008000;stroke:#008000;" x="1011.865638" xlink:href="#m8716ddd73d" y="560.630602"/>
+ <use style="fill:#008000;stroke:#008000;" x="1025.244259" xlink:href="#m8716ddd73d" y="568.04507"/>
+ <use style="fill:#008000;stroke:#008000;" x="1038.622881" xlink:href="#m8716ddd73d" y="481.624317"/>
+ <use style="fill:#008000;stroke:#008000;" x="1052.001502" xlink:href="#m8716ddd73d" y="540.486432"/>
+ <use style="fill:#008000;stroke:#008000;" x="1065.380123" xlink:href="#m8716ddd73d" y="421.859871"/>
+ <use style="fill:#008000;stroke:#008000;" x="1078.758745" xlink:href="#m8716ddd73d" y="492.303762"/>
+ <use style="fill:#008000;stroke:#008000;" x="1092.137366" xlink:href="#m8716ddd73d" y="443.484182"/>
+ <use style="fill:#008000;stroke:#008000;" x="1105.515988" xlink:href="#m8716ddd73d" y="625.90001"/>
+ <use style="fill:#008000;stroke:#008000;" x="1118.894609" xlink:href="#m8716ddd73d" y="575.223413"/>
+ <use style="fill:#008000;stroke:#008000;" x="1132.27323" xlink:href="#m8716ddd73d" y="328.338167"/>
+ <use style="fill:#008000;stroke:#008000;" x="1145.651852" xlink:href="#m8716ddd73d" y="345.451292"/>
+ <use style="fill:#008000;stroke:#008000;" x="1159.030473" xlink:href="#m8716ddd73d" y="579.352009"/>
+ <use style="fill:#008000;stroke:#008000;" x="1172.409094" xlink:href="#m8716ddd73d" y="544.964688"/>
+ <use style="fill:#008000;stroke:#008000;" x="1185.787716" xlink:href="#m8716ddd73d" y="568.86149"/>
+ <use style="fill:#008000;stroke:#008000;" x="1199.166337" xlink:href="#m8716ddd73d" y="496.778546"/>
+ <use style="fill:#008000;stroke:#008000;" x="1212.544959" xlink:href="#m8716ddd73d" y="471.367367"/>
+ <use style="fill:#008000;stroke:#008000;" x="1225.92358" xlink:href="#m8716ddd73d" y="643.586743"/>
+ <use style="fill:#008000;stroke:#008000;" x="1239.302201" xlink:href="#m8716ddd73d" y="546.158833"/>
+ <use style="fill:#008000;stroke:#008000;" x="1252.680823" xlink:href="#m8716ddd73d" y="386.401266"/>
+ <use style="fill:#008000;stroke:#008000;" x="1266.059444" xlink:href="#m8716ddd73d" y="545.036596"/>
+ <use style="fill:#008000;stroke:#008000;" x="1279.438066" xlink:href="#m8716ddd73d" y="616.889639"/>
+ <use style="fill:#008000;stroke:#008000;" x="1292.816687" xlink:href="#m8716ddd73d" y="435.594362"/>
+ <use style="fill:#008000;stroke:#008000;" x="1306.195308" xlink:href="#m8716ddd73d" y="577.878318"/>
+ <use style="fill:#008000;stroke:#008000;" x="1319.57393" xlink:href="#m8716ddd73d" y="504.688267"/>
+ <use style="fill:#008000;stroke:#008000;" x="1332.952551" xlink:href="#m8716ddd73d" y="469.21116"/>
+ <use style="fill:#008000;stroke:#008000;" x="1346.331172" xlink:href="#m8716ddd73d" y="379.002073"/>
+ <use style="fill:#008000;stroke:#008000;" x="1359.709794" xlink:href="#m8716ddd73d" y="650.126249"/>
+ <use style="fill:#008000;stroke:#008000;" x="1373.088415" xlink:href="#m8716ddd73d" y="316.36607"/>
+ <use style="fill:#008000;stroke:#008000;" x="1386.467037" xlink:href="#m8716ddd73d" y="539.505097"/>
+ <use style="fill:#008000;stroke:#008000;" x="1399.845658" xlink:href="#m8716ddd73d" y="509.284717"/>
+ <use style="fill:#008000;stroke:#008000;" x="1413.224279" xlink:href="#m8716ddd73d" y="390.591048"/>
+ <use style="fill:#008000;stroke:#008000;" x="1426.602901" xlink:href="#m8716ddd73d" y="499.941657"/>
+ <use style="fill:#008000;stroke:#008000;" x="1439.981522" xlink:href="#m8716ddd73d" y="511.447582"/>
</g>
</g>
<g id="patch_3">
- <path d="M 124.700875 903.715495
-L 124.700875 33.955495
+ <path d="M 161.654249 903.715495
+L 161.654249 33.955495
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;"/>
</g>
<g id="patch_4">
- <path d="M 1463.900875 903.715495
-L 1463.900875 33.955495
+ <path d="M 1500.854249 903.715495
+L 1500.854249 33.955495
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;"/>
</g>
<g id="patch_5">
- <path d="M 124.700875 903.715495
-L 1463.900875 903.715495
+ <path d="M 161.654249 903.715495
+L 1500.854249 903.715495
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;"/>
</g>
<g id="patch_6">
- <path d="M 124.700875 33.955495
-L 1463.900875 33.955495
+ <path d="M 161.654249 33.955495
+L 1500.854249 33.955495
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;"/>
</g>
- <g id="text_14">
- <!-- Point ID: 9 -->
- <g transform="translate(727.121234 27.955495)scale(0.3 -0.3)">
+ <g id="text_16">
+ <!-- Point ID: 6 -->
+ <g transform="translate(764.074609 27.955495)scale(0.3 -0.3)">
<defs>
<path d="M 19.796875 32
L 35.796875 32
@@ -1329,28 +1641,6 @@ C 8.40625 1.59375 10.40625 0 12.5 0
C 14.5 0 16.59375 1.59375 16.59375 4.09375
z
" id="CMR17-58"/>
- <path d="M 35.203125 29.234375
-C 35.203125 7 26.09375 0.390625 18.59375 0.390625
-C 16.296875 0.390625 10.703125 0.671875 8.40625 4.390625
-C 11 4 12.90625 5.390625 12.90625 7.890625
-C 12.90625 10.59375 10.703125 11.5 9.296875 11.5
-C 8.40625 11.5 5.703125 11.09375 5.703125 7.6875
-C 5.703125 1.0625 11.59375 -2 18.796875 -2
-C 30.296875 -2 42 10.390625 42 32.65625
-C 42 60.265625 30.796875 66 23.203125 66
-C 13.296875 66 3.796875 57.25 3.796875 43.75
-C 3.796875 31.25 11.90625 22 22.09375 22
-C 30.5 22 34.203125 29.84375 35.203125 33.15625
-z
-M 22.296875 23.59375
-C 19.59375 23.59375 15.796875 24.09375 12.703125 30.140625
-C 10.59375 34.078125 10.59375 38.703125 10.59375 43.640625
-C 10.59375 49.59375 10.59375 53.71875 13.40625 58.15625
-C 14.796875 60.265625 17.40625 63.6875 23.203125 63.6875
-C 35 63.6875 35 45.453125 35 41.421875
-C 35 34.265625 31.796875 23.59375 22.296875 23.59375
-z
-" id="CMR17-57"/>
</defs>
<use transform="scale(0.996264)" xlink:href="#CMR17-80"/>
<use transform="translate(59.983847 0)scale(0.996264)" xlink:href="#CMR17-111"/>
@@ -1360,14 +1650,14 @@ z
<use transform="translate(244.195032 0)scale(0.996264)" xlink:href="#CMR17-73"/>
<use transform="translate(276.833441 0)scale(0.996264)" xlink:href="#CMR17-68"/>
<use transform="translate(347.226997 0)scale(0.996264)" xlink:href="#CMR17-58"/>
- <use transform="translate(402.174022 0)scale(0.996264)" xlink:href="#CMR17-57"/>
+ <use transform="translate(402.174022 0)scale(0.996264)" xlink:href="#CMR17-54"/>
</g>
</g>
</g>
</g>
<defs>
- <clipPath id="p96ffed4592">
- <rect height="869.76" width="1339.2" x="124.700875" y="33.955495"/>
+ <clipPath id="pd8dcdef943">
+ <rect height="869.76" width="1339.2" x="161.654249" y="33.955495"/>
</clipPath>
</defs>
</svg>
diff --git a/BayesValidRox/tests/PA-A/util/vel_diagnostics.py b/BayesValidRox/tests/PA-A/util/vel_diagnostics.py
index d18dfffd24b304e3d8309af69a52f421997f20df..f931046a46a0114e7d26ef6f9e101c9ca3878a3d 100644
--- a/BayesValidRox/tests/PA-A/util/vel_diagnostics.py
+++ b/BayesValidRox/tests/PA-A/util/vel_diagnostics.py
@@ -6,15 +6,11 @@ Created on Tue May 18 16:19:43 2021
@author: farid
"""
-import sys, os
+import sys, os, joblib
import numpy as np
import scipy.stats as stats
import shutil
import pandas as pd
-try:
- import cPickle as pickle
-except ModuleNotFoundError:
- import pickle
import seaborn as sns
import matplotlib
matplotlib.use('agg')
@@ -24,7 +20,7 @@ modelName = 'ffpm-stokesdarcyBJ'
# Load the objects
with open(path+'PCEModel_'+modelName+'.pkl', 'rb') as input:
- PCEModel = pickle.load(input)
+ PCEModel = joblib.load(input)
import matplotlib.pylab as plt
SIZE = 30
@@ -61,15 +57,15 @@ EDY = np.array(ValidSets["EDY/"+output+"/init_"])
ValidSets.close()
normIdx = [EDX[:,1]>=0.004875]
-# critIdx = normIdx
-critIdx = [EDX[:,1]<0.004875]
+critIdx = normIdx
+# critIdx = [EDX[:,1]<0.004875]
# Critical Velocities
critEDX = EDX[critIdx]
critEDY = EDY[critIdx]
# Select index
-idx = 9
+idx = 6
# Run the surrogate model
y_hat, y_std = PCEModel.eval_metamodel(samples=critEDX)