Project

General

Profile

Meeting 2015 10 30 » History » Version 10

Nicolas Ponieman, 11/04/2015 08:47 AM

1 1 Nicolas Ponieman
{{toc}}
2 1 Nicolas Ponieman
3 1 Nicolas Ponieman
h1. Meeting 2015 10 30
4 1 Nicolas Ponieman
5 1 Nicolas Ponieman
h2. Objectives Proposed during last meeting
6 1 Nicolas Ponieman
7 4 Nicolas Ponieman
# (P0) (DONE) Check the values and precision of the parameters involved in Geant4, QSS and analytical solution are exactly the same. 
8 4 Nicolas Ponieman
# (P0) (DONE) Plot the difference between the simulated velocity and the expected value (which is a parameter in the model).
9 9 Nicolas Ponieman
# (P1) (DONE. TODO: summarize results) For each simulation with a certain number of planes, calculate the error of the simulation.
10 9 Nicolas Ponieman
# (P3) (PARTIALLY DONE) Improve last meeting plots which compare Geant4, QSS3 and DOPRI5 performance.
11 1 Nicolas Ponieman
12 1 Nicolas Ponieman
  * Format issues (scales, line colors, etc.)
13 9 Nicolas Ponieman
  * TODO: Make statistic on many (10?) simulations for the points and add {simulationTime, simulationTimeError} for each number of planes.
14 1 Nicolas Ponieman
  * How does DOPRI5 find the intersection with the planes?
15 2 Nicolas Ponieman
# (P1) New Experiment: varying stepMax (from 0.1mm to 100mm) calculate the error in the first steps (in the position and in the velocity, also the error which is compared to epsilon in Geant4)
16 2 Nicolas Ponieman
# (P1) Repeat Experiment 1: debug what is the error in Geant4 stepper, which is to be compared with epsilon.
17 2 Nicolas Ponieman
# (P2) New Experiment: study impact of deltaInt parameter in Geant4 when changing the number of planes.
18 2 Nicolas Ponieman
# (P3) Make some experiments with a different magnetic field:
19 1 Nicolas Ponieman
B(x,y) = (B/R) sqrt( x*x + (y+R)*(y+R)) zhat    (where B= constant, zhat is the directional vector along the z axis, R is the radius of the circle)
20 1 Nicolas Ponieman
This field will keep the problem same as it is, but will give a deviation if the particle is off the circle
21 1 Nicolas Ponieman
(due to the error of the stepper).
22 2 Nicolas Ponieman
# (P3) Introduce discrete stochastic events simulating an artificial decay.
23 1 Nicolas Ponieman
# Introduce a different graphical representation (such as changing the color of the scatter points) for each different type of errors.
24 1 Nicolas Ponieman
 
25 1 Nicolas Ponieman
  * What are the different possible kind of errors?
26 1 Nicolas Ponieman
# (P1) Summarize all the information Nico learnt with Soon about the transportation chain in a slide, or a handwritten sketch.
27 9 Nicolas Ponieman
# (P1) (DONE) Group presentation on Thursday by Nico.
28 9 Nicolas Ponieman
# (P1) (DONE) Understand why deltaInt parameter is needed in Geant4.
29 9 Nicolas Ponieman
# (P2) Plot a histogram of the x position in Geant4 and QSS when a certain plane at x_m is crossed.
30 10 Nicolas Ponieman
# (P1) Change performance plots for 'speed-up' 
31 4 Nicolas Ponieman
32 4 Nicolas Ponieman
h2. Constant Values
33 4 Nicolas Ponieman
34 4 Nicolas Ponieman
After last meeting, we found a few inconsistencies in the constants we were using as parameters in our external scripts and the ones used internally by Geant4.
35 4 Nicolas Ponieman
36 4 Nicolas Ponieman
* c is consistent
37 4 Nicolas Ponieman
38 4 Nicolas Ponieman
  ** In Line 54: /opt/geant4/geant4.10.01.p01/source/externals/clhep/include/CLHEP/Units/PhysicalConstants.
39 4 Nicolas Ponieman
static const double c_light   = 2.99792458e+8 * m/s;
40 4 Nicolas Ponieman
41 4 Nicolas Ponieman
  ** We used:
42 4 Nicolas Ponieman
c = 299.792458
43 4 Nicolas Ponieman
44 4 Nicolas Ponieman
* gamma is inconsistent
45 4 Nicolas Ponieman
46 4 Nicolas Ponieman
  ** We used:
47 4 Nicolas Ponieman
gamma = 22.366272
48 4 Nicolas Ponieman
49 4 Nicolas Ponieman
  ** which is inconsistent with the value
50 4 Nicolas Ponieman
gamma = np.sqrt(1/(1 - (v0/c)**2)) = 22.3662720421
51 4 Nicolas Ponieman
52 4 Nicolas Ponieman
* Electron mass (M) is inconsistent
53 4 Nicolas Ponieman
54 4 Nicolas Ponieman
  ** In Line 85 /opt/geant4/geant4.10.01.p01/source/externals/clhep/include/CLHEP/Units/PhysicalConstants.h
55 4 Nicolas Ponieman
static const double electron_mass_c2 = 0.510998910 * MeV;
56 4 Nicolas Ponieman
57 4 Nicolas Ponieman
  ** We used:
58 4 Nicolas Ponieman
old_M = 0.5109989
59 4 Nicolas Ponieman
60 4 Nicolas Ponieman
* Kinetic Energy is inconsistent:
61 4 Nicolas Ponieman
  ** In Geant4, we were using a value for Kinetic Energt which was different to the one that can be calculated either with the old or new values of the constants:
62 4 Nicolas Ponieman
/gun/energy 10.9181415106 MeV (this 'wrong' value was taken from the original wiki entry).
63 4 Nicolas Ponieman
64 4 Nicolas Ponieman
  ** The new and correct value for Kinetic Energy should be:
65 4 Nicolas Ponieman
/gun/energy 10.9181417243 MeV
66 4 Nicolas Ponieman
67 4 Nicolas Ponieman
* A few experiments were reran and no difference in the plots nor in the errors was noticed.
68 4 Nicolas Ponieman
This seems reasonable considering this corrections are of very low order, and our errors are larger.
69 4 Nicolas Ponieman
70 4 Nicolas Ponieman
* As a conclusion, this is an error we have to correct but which doesn't modify our previous results and leaves open the same questions as before regarding the invariance of error when changing epsilon.
71 4 Nicolas Ponieman
72 4 Nicolas Ponieman
h2. Velocity Error Plots
73 5 Nicolas Ponieman
74 5 Nicolas Ponieman
!https://cdcvs.fnal.gov/redmine/attachments/download/29964/VError_vs_dist.png!
75 5 Nicolas Ponieman
Figure 1: VError (difference between simulated and expected value) vs distance
76 5 Nicolas Ponieman
77 5 Nicolas Ponieman
!https://cdcvs.fnal.gov/redmine/attachments/download/29963/VError_hist.png!
78 5 Nicolas Ponieman
Figure 2: VError (difference between simulated and expected value) histogram
79 5 Nicolas Ponieman
80 5 Nicolas Ponieman
* We notice the simulated velocity is *always* smaller than the expected velocity. 
81 5 Nicolas Ponieman
* Why is this happening?
82 6 Nicolas Ponieman
83 6 Nicolas Ponieman
h2. Error in Simulations varying # Planes
84 6 Nicolas Ponieman
85 6 Nicolas Ponieman
h3. QSS3 - Tolerance = 1e-3 & AbsTolerance = 1e-6
86 6 Nicolas Ponieman
87 6 Nicolas Ponieman
r_RMSE:
88 6 Nicolas Ponieman
1 planes
89 6 Nicolas Ponieman
2.12E+01 | 6.07E+00 | 7.45E-01 | 8.19E-02 | 7.00E-03 | 4.26E-04 | 4.38E-12 | 
90 6 Nicolas Ponieman
6 planes
91 6 Nicolas Ponieman
2.12E+01 | 6.07E+00 | 7.40E-01 | 8.10E-02 | 7.00E-03 | 4.26E-04 | 4.38E-12 | 
92 6 Nicolas Ponieman
11 planes
93 6 Nicolas Ponieman
2.12E+01 | 6.06E+00 | 7.39E-01 | 8.15E-02 | 7.00E-03 | 4.26E-04 | 4.38E-12 | 
94 6 Nicolas Ponieman
21 planes
95 6 Nicolas Ponieman
2.13E+01 | 6.06E+00 | 7.39E-01 | 8.17E-02 | 7.00E-03 | 4.26E-04 | 4.38E-12 | 
96 6 Nicolas Ponieman
41 planes
97 6 Nicolas Ponieman
2.12E+01 | 6.06E+00 | 7.40E-01 | 8.16E-02 | 7.00E-03 | 4.26E-04 | 4.38E-12 | 
98 6 Nicolas Ponieman
81 planes
99 6 Nicolas Ponieman
2.12E+01 | 6.07E+00 | 7.46E-01 | 8.19E-02 | 7.00E-03 | 4.26E-04 | 4.38E-12 | 
100 6 Nicolas Ponieman
101 planes
101 6 Nicolas Ponieman
2.12E+01 | 6.07E+00 | 7.49E-01 | 8.24E-02 | 7.00E-03 | 4.26E-04 | 4.38E-12 | 
102 6 Nicolas Ponieman
151 planes
103 6 Nicolas Ponieman
2.11E+01 | 6.06E+00 | 7.46E-01 | 8.12E-02 | 7.00E-03 | 4.26E-04 | 4.38E-12 | 
104 6 Nicolas Ponieman
201 planes
105 6 Nicolas Ponieman
2.13E+01 | 6.06E+00 | 7.41E-01 | 8.10E-02 | 7.00E-03 | 4.26E-04 | 4.38E-12 | 
106 6 Nicolas Ponieman
107 6 Nicolas Ponieman
X_maxError:
108 6 Nicolas Ponieman
1 planes
109 6 Nicolas Ponieman
3.74E+01 | 1.25E+01 | 1.47E+00 | 1.36E-01 | 9.10E-03 | 5.65E-04 | 1.52E-12 | 
110 6 Nicolas Ponieman
6 planes
111 6 Nicolas Ponieman
3.74E+01 | 1.25E+01 | 1.44E+00 | 1.37E-01 | 9.10E-03 | 5.65E-04 | 1.52E-12 | 
112 6 Nicolas Ponieman
11 planes
113 6 Nicolas Ponieman
3.74E+01 | 1.24E+01 | 1.45E+00 | 1.37E-01 | 9.10E-03 | 5.65E-04 | 1.52E-12 | 
114 6 Nicolas Ponieman
21 planes
115 6 Nicolas Ponieman
3.74E+01 | 1.25E+01 | 1.45E+00 | 1.37E-01 | 9.10E-03 | 5.65E-04 | 1.52E-12 | 
116 6 Nicolas Ponieman
41 planes
117 6 Nicolas Ponieman
3.74E+01 | 1.25E+01 | 1.48E+00 | 1.37E-01 | 9.10E-03 | 5.65E-04 | 1.52E-12 | 
118 6 Nicolas Ponieman
81 planes
119 6 Nicolas Ponieman
3.74E+01 | 1.26E+01 | 1.48E+00 | 1.37E-01 | 9.10E-03 | 5.65E-04 | 1.52E-12 | 
120 6 Nicolas Ponieman
101 planes
121 6 Nicolas Ponieman
3.74E+01 | 1.25E+01 | 1.50E+00 | 1.37E-01 | 9.10E-03 | 5.65E-04 | 1.52E-12 | 
122 6 Nicolas Ponieman
151 planes
123 6 Nicolas Ponieman
3.74E+01 | 1.25E+01 | 1.50E+00 | 1.37E-01 | 9.10E-03 | 5.65E-04 | 1.52E-12 | 
124 6 Nicolas Ponieman
201 planes
125 6 Nicolas Ponieman
3.74E+01 | 1.25E+01 | 1.47E+00 | 1.37E-01 | 9.10E-03 | 5.65E-04 | 1.52E-12 | 
126 6 Nicolas Ponieman
127 6 Nicolas Ponieman
h3. QSS3 - Tolerance = 1e-5 & AbsTolerance = 1e-8
128 6 Nicolas Ponieman
129 6 Nicolas Ponieman
r_RMSE:
130 6 Nicolas Ponieman
1 planes
131 6 Nicolas Ponieman
2.71E+00 | 2.76E-01 | 2.78E-02 | 2.82E-03 | 1.99E-04 | 1.56E-05 | 2.94E-07 | 
132 6 Nicolas Ponieman
6 planes
133 6 Nicolas Ponieman
2.71E+00 | 2.76E-01 | 2.77E-02 | 2.82E-03 | 1.99E-04 | 1.56E-05 | 2.94E-07 | 
134 6 Nicolas Ponieman
11 planes
135 6 Nicolas Ponieman
2.71E+00 | 2.76E-01 | 2.76E-02 | 2.81E-03 | 1.99E-04 | 1.56E-05 | 2.94E-07 | 
136 6 Nicolas Ponieman
21 planes
137 6 Nicolas Ponieman
2.71E+00 | 2.76E-01 | 2.77E-02 | 2.82E-03 | 1.99E-04 | 1.56E-05 | 2.94E-07 | 
138 6 Nicolas Ponieman
41 planes
139 6 Nicolas Ponieman
2.71E+00 | 2.76E-01 | 2.77E-02 | 2.80E-03 | 1.99E-04 | 1.56E-05 | 2.94E-07 | 
140 6 Nicolas Ponieman
81 planes
141 6 Nicolas Ponieman
2.71E+00 | 2.76E-01 | 2.77E-02 | 2.83E-03 | 1.99E-04 | 1.56E-05 | 2.94E-07 | 
142 6 Nicolas Ponieman
101 planes
143 6 Nicolas Ponieman
2.71E+00 | 2.76E-01 | 2.78E-02 | 2.83E-03 | 1.99E-04 | 1.56E-05 | 2.94E-07 | 
144 6 Nicolas Ponieman
151 planes
145 6 Nicolas Ponieman
2.71E+00 | 2.76E-01 | 2.77E-02 | 2.80E-03 | 1.99E-04 | 1.56E-05 | 2.94E-07 | 
146 6 Nicolas Ponieman
201 planes
147 6 Nicolas Ponieman
2.71E+00 | 2.76E-01 | 2.76E-02 | 2.81E-03 | 1.99E-04 | 1.56E-05 | 2.94E-07 | 
148 6 Nicolas Ponieman
149 6 Nicolas Ponieman
X_maxError:
150 6 Nicolas Ponieman
1 planes
151 6 Nicolas Ponieman
4.51E+00 | 4.60E-01 | 4.60E-02 | 4.49E-03 | 3.88E-04 | 3.32E-05 | 5.76E-07 | 
152 6 Nicolas Ponieman
6 planes
153 6 Nicolas Ponieman
4.51E+00 | 4.59E-01 | 4.58E-02 | 4.48E-03 | 3.88E-04 | 3.32E-05 | 5.76E-07 | 
154 6 Nicolas Ponieman
11 planes
155 6 Nicolas Ponieman
4.51E+00 | 4.60E-01 | 4.57E-02 | 4.44E-03 | 3.88E-04 | 3.32E-05 | 5.76E-07 | 
156 6 Nicolas Ponieman
21 planes
157 6 Nicolas Ponieman
4.51E+00 | 4.60E-01 | 4.58E-02 | 4.47E-03 | 3.88E-04 | 3.32E-05 | 5.76E-07 | 
158 6 Nicolas Ponieman
41 planes
159 6 Nicolas Ponieman
4.51E+00 | 4.60E-01 | 4.58E-02 | 4.43E-03 | 3.88E-04 | 3.32E-05 | 5.76E-07 | 
160 6 Nicolas Ponieman
81 planes
161 6 Nicolas Ponieman
4.51E+00 | 4.60E-01 | 4.58E-02 | 4.50E-03 | 3.88E-04 | 3.32E-05 | 5.76E-07 | 
162 6 Nicolas Ponieman
101 planes
163 6 Nicolas Ponieman
4.51E+00 | 4.60E-01 | 4.59E-02 | 4.50E-03 | 3.88E-04 | 3.32E-05 | 5.76E-07 | 
164 6 Nicolas Ponieman
151 planes
165 6 Nicolas Ponieman
4.51E+00 | 4.60E-01 | 4.58E-02 | 4.43E-03 | 3.88E-04 | 3.32E-05 | 5.76E-07 | 
166 6 Nicolas Ponieman
201 planes
167 6 Nicolas Ponieman
4.51E+00 | 4.60E-01 | 4.57E-02 | 4.44E-03 | 3.88E-04 | 3.32E-05 | 5.76E-07 | 
168 6 Nicolas Ponieman
169 6 Nicolas Ponieman
h3. DOPRI5 - Tolerance = 1e-3 & AbsTolerance = 1e-6
170 6 Nicolas Ponieman
171 6 Nicolas Ponieman
r_RMSE:
172 6 Nicolas Ponieman
1 planes
173 6 Nicolas Ponieman
4.75E+01 | 1.16E+01 | 1.16E+00 | 9.27E-02 | 9.58E-04 | 8.80E-07 | 9.62E-08 | 
174 6 Nicolas Ponieman
6 planes
175 6 Nicolas Ponieman
1.03E+03 | 4.74E+01 | 1.96E+00 | 1.70E-01 | 2.16E-03 | 8.80E-07 | 9.62E-08 | 
176 6 Nicolas Ponieman
11 planes
177 6 Nicolas Ponieman
5.61E+02 | 4.77E+01 | 3.09E+00 | 2.91E-01 | 8.46E-03 | 4.20E-06 | 9.62E-08 | 
178 6 Nicolas Ponieman
21 planes
179 6 Nicolas Ponieman
3.11E+02 | 3.08E+01 | 2.66E+00 | 2.69E-01 | 1.63E-02 | 4.89E-05 | 9.62E-08 | 
180 6 Nicolas Ponieman
41 planes
181 6 Nicolas Ponieman
1.80E+02 | 1.83E+01 | 1.69E+00 | 1.71E-01 | 1.43E-02 | 1.62E-04 | 9.62E-08 | 
182 6 Nicolas Ponieman
81 planes
183 6 Nicolas Ponieman
1.09E+02 | 1.09E+01 | 1.06E+00 | 1.06E-01 | 9.67E-03 | 2.56E-04 | 9.62E-08 | 
184 6 Nicolas Ponieman
101 planes
185 6 Nicolas Ponieman
9.29E+01 | 9.31E+00 | 8.99E-01 | 9.19E-02 | 8.66E-03 | 3.08E-04 | 5.07E-07 | 
186 6 Nicolas Ponieman
151 planes
187 6 Nicolas Ponieman
7.07E+01 | 7.15E+00 | 6.95E-01 | 7.14E-02 | 6.97E-03 | 2.82E-04 | 3.44E-07 | 
188 6 Nicolas Ponieman
201 planes
189 6 Nicolas Ponieman
5.91E+01 | 6.04E+00 | 5.88E-01 | 5.97E-02 | 6.01E-03 | 2.45E-04 | 4.00E-07 | 
190 6 Nicolas Ponieman
191 6 Nicolas Ponieman
X_maxError:
192 6 Nicolas Ponieman
1 planes
193 6 Nicolas Ponieman
6.58E+01 | 1.98E+01 | 1.97E+00 | 1.74E-01 | 2.30E-03 | 2.14E-06 | 2.14E-07 | 
194 6 Nicolas Ponieman
6 planes
195 6 Nicolas Ponieman
1.33E+03 | 7.94E+01 | 3.22E+00 | 2.95E-01 | 1.88E-03 | 2.14E-06 | 2.14E-07 | 
196 6 Nicolas Ponieman
11 planes
197 6 Nicolas Ponieman
7.17E+02 | 7.64E+01 | 5.49E+00 | 5.06E-01 | 5.14E-03 | 9.37E-06 | 2.14E-07 | 
198 6 Nicolas Ponieman
21 planes
199 6 Nicolas Ponieman
3.96E+02 | 4.98E+01 | 4.48E+00 | 4.66E-01 | 1.40E-02 | 1.30E-04 | 2.14E-07 | 
200 6 Nicolas Ponieman
41 planes
201 6 Nicolas Ponieman
2.29E+02 | 2.99E+01 | 2.91E+00 | 2.85E-01 | 1.35E-02 | 4.41E-04 | 2.14E-07 | 
202 6 Nicolas Ponieman
81 planes
203 6 Nicolas Ponieman
1.47E+02 | 1.80E+01 | 1.80E+00 | 1.75E-01 | 9.91E-03 | 6.12E-04 | 2.14E-07 | 
204 6 Nicolas Ponieman
101 planes
205 6 Nicolas Ponieman
1.30E+02 | 1.54E+01 | 1.54E+00 | 1.50E-01 | 9.47E-03 | 6.84E-04 | 1.22E-06 | 
206 6 Nicolas Ponieman
151 planes
207 6 Nicolas Ponieman
1.07E+02 | 1.19E+01 | 1.19E+00 | 1.16E-01 | 8.49E-03 | 5.67E-04 | 8.14E-07 | 
208 6 Nicolas Ponieman
201 planes
209 6 Nicolas Ponieman
9.17E+01 | 1.00E+01 | 1.01E+00 | 9.72E-02 | 7.80E-03 | 4.66E-04 | 8.29E-07 | 
210 6 Nicolas Ponieman
211 6 Nicolas Ponieman
h3. DOPRI5 - Tolerance = 1e-5 & AbsTolerance = 1e-8
212 6 Nicolas Ponieman
213 6 Nicolas Ponieman
r_RMSE:
214 6 Nicolas Ponieman
1 planes
215 6 Nicolas Ponieman
2.28E+00 | 2.32E-01 | 2.31E-02 | 2.23E-03 | 1.28E-04 | 3.29E-06 | 9.62E-08 | 
216 6 Nicolas Ponieman
6 planes
217 6 Nicolas Ponieman
1.63E+00 | 1.65E-01 | 1.64E-02 | 1.66E-03 | 1.31E-04 | 3.29E-06 | 9.62E-08 | 
218 6 Nicolas Ponieman
11 planes
219 6 Nicolas Ponieman
1.71E+00 | 1.77E-01 | 1.76E-02 | 1.77E-03 | 1.25E-04 | 5.13E-06 | 9.62E-08 | 
220 6 Nicolas Ponieman
21 planes
221 6 Nicolas Ponieman
2.54E+00 | 2.29E-01 | 2.14E-02 | 2.11E-03 | 1.95E-04 | 4.85E-06 | 9.62E-08 | 
222 6 Nicolas Ponieman
41 planes
223 6 Nicolas Ponieman
3.51E+00 | 3.52E-01 | 3.45E-02 | 3.53E-03 | 3.86E-04 | 3.17E-06 | 9.62E-08 | 
224 6 Nicolas Ponieman
81 planes
225 6 Nicolas Ponieman
2.42E+00 | 2.60E-01 | 2.42E-02 | 2.46E-03 | 3.43E-04 | 5.08E-06 | 9.62E-08 | 
226 6 Nicolas Ponieman
101 planes
227 6 Nicolas Ponieman
1.89E+00 | 2.02E-01 | 2.01E-02 | 2.11E-03 | 3.22E-04 | 6.32E-06 | 5.07E-07 | 
228 6 Nicolas Ponieman
151 planes
229 6 Nicolas Ponieman
1.04E+00 | 1.18E-01 | 1.20E-02 | 1.31E-03 | 2.37E-04 | 5.44E-06 | 3.44E-07 | 
230 6 Nicolas Ponieman
201 planes
231 6 Nicolas Ponieman
7.21E-01 | 7.31E-02 | 7.15E-03 | 8.19E-04 | 1.97E-04 | 4.39E-06 | 5.12E-07 | 
232 6 Nicolas Ponieman
233 6 Nicolas Ponieman
X_maxError:
234 6 Nicolas Ponieman
1 planes
235 6 Nicolas Ponieman
3.94E+00 | 4.00E-01 | 3.97E-02 | 3.85E-03 | 3.15E-04 | 8.12E-06 | 2.14E-07 | 
236 6 Nicolas Ponieman
6 planes
237 6 Nicolas Ponieman
2.81E+00 | 2.82E-01 | 2.81E-02 | 2.75E-03 | 3.20E-04 | 8.12E-06 | 2.14E-07 | 
238 6 Nicolas Ponieman
11 planes
239 6 Nicolas Ponieman
2.94E+00 | 2.96E-01 | 3.02E-02 | 2.95E-03 | 3.06E-04 | 1.04E-05 | 2.14E-07 | 
240 6 Nicolas Ponieman
21 planes
241 6 Nicolas Ponieman
4.40E+00 | 3.86E-01 | 3.68E-02 | 3.64E-03 | 2.64E-04 | 1.09E-05 | 2.14E-07 | 
242 6 Nicolas Ponieman
41 planes
243 6 Nicolas Ponieman
5.98E+00 | 5.87E-01 | 5.93E-02 | 5.88E-03 | 3.86E-04 | 4.81E-06 | 2.14E-07 | 
244 6 Nicolas Ponieman
81 planes
245 6 Nicolas Ponieman
4.10E+00 | 4.35E-01 | 4.20E-02 | 4.04E-03 | 3.08E-04 | 1.17E-05 | 2.14E-07 | 
246 6 Nicolas Ponieman
101 planes
247 6 Nicolas Ponieman
3.21E+00 | 3.38E-01 | 3.44E-02 | 3.44E-03 | 2.80E-04 | 1.49E-05 | 1.22E-06 | 
248 6 Nicolas Ponieman
151 planes
249 6 Nicolas Ponieman
1.76E+00 | 1.95E-01 | 2.05E-02 | 2.15E-03 | 2.18E-04 | 1.12E-05 | 8.14E-07 | 
250 1 Nicolas Ponieman
201 planes
251 7 Nicolas Ponieman
1.24E+00 | 1.22E-01 | 1.22E-02 | 1.21E-03 | 1.90E-04 | 7.31E-06 | 1.19E-06 |