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Start to implement photo-meson interactions #149

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Start to implement photo-meson interactions #149

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ca00b7d
added values for the phi function for different particles extracted w…
cosimoNigro Jul 5, 2023
c8efc3e
Adding for the photo-meson production process the interpolation table…
dimaniad6 Jul 5, 2023
bb171dd
moved the interpolation table and got the first version of the phi fu…
cosimoNigro Jul 5, 2023
7a260fb
Fixing the bug on the Phi functions of the photomeson process
dimaniad6 Jul 6, 2023
fd55795
Adding notebooks to reproduce Figs. 13 and 15 of Kelner&Aharonian2008…
IlariaViale Dec 15, 2023
aa544c7
Merge branch 'master' into photomesons_interactions
cosimoNigro Jan 8, 2024
0f877b8
corrected photo_meson data files and changed agnpy/data/photo_mesons …
cosimoNigro Jan 9, 2024
256fe4a
Merge branch 'master' into photomesons_interactions
cosimoNigro Jan 9, 2024
bfbbb65
done a bit of renaming of the files
cosimoNigro Jan 28, 2024
f38437d
added better class definition of integration kernel
cosimoNigro Jan 28, 2024
aaf1027
succesfully producing output for the phi functions though mismatching…
cosimoNigro Jan 28, 2024
d137819
changed again the file names for the photo_meson comparison data
cosimoNigro Feb 2, 2024
6dc764f
fixed almost all of the failing tests int est_kernels.py
cosimoNigro Feb 2, 2024
a11cec2
started to implement class for photomeson production [ci skip]
cosimoNigro Feb 2, 2024
255cd06
fixed tests comparing the kernels [ci skip]
cosimoNigro Feb 5, 2024
0f75474
removed files added by mistake
cosimoNigro Feb 5, 2024
68c6ad3
finished fixing failing tests on kernels
cosimoNigro Feb 5, 2024
4a7dea0
removed notebook added by mistake [ci skip]
cosimoNigro Feb 5, 2024
ae2510e
Prova
Jun 12, 2024
642527f
Undo prova
Jun 12, 2024
b35971e
First implementation of the photomeson interactions in photo_meson.py
Jul 10, 2024
7eb5b1e
Added notebook for validation
Jul 10, 2024
892211b
Merge pull request #160 from cerasole/photomesons_interactions
cosimoNigro Oct 8, 2024
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547 changes: 547 additions & 0 deletions Reproduce_Fig15_KA2008.ipynb
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11 changes: 11 additions & 0 deletions agnpy/data/photo_meson/kelner_aharonian_2008/phi_tables/electron.txt
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#Eta/eta_0 s_gamma delta_gamma B_gamma[cm3/s]
3.0 0.658 3.09 6.43e-19
4.0 0.348 2.81 9.91e-18
5.0 0.286 2.39 1.24e-16
6.0 0.256 2.27 2.67e-16
7.0 0.258 2.13 3.50e-16
8.0 0.220 2.20 4.03e-16
9.0 0.217 2.13 4.48e-16
10.0 0.192 2.19 4.78e-16
30.0 0.125 2.27 1.64e-15
100.0 0.0507 2.63 4.52e-15
11 changes: 11 additions & 0 deletions agnpy/data/photo_meson/kelner_aharonian_2008/phi_tables/electron_antineutrino.txt
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#Eta/eta_0 s_nu delta_nu B_nu[cm3/s]
3.0 0.985 2.63 6.61e-19
4.0 0.378 2.98 9.74e-18
5.0 0.31 2.31 1.34e-16
6.0 0.327 2.11 2.91e-16
7.0 0.308 2.03 3.81e-16
8.0 0.292 1.98 4.48e-16
9.0 0.260 2.02 4.83e-16
10.0 0.233 2.07 5.13e-16
30.0 0.135 2.24 1.75e-15
100.0 0.0770 2.40 5.48e-15
21 changes: 21 additions & 0 deletions agnpy/data/photo_meson/kelner_aharonian_2008/phi_tables/electron_neutrino.txt
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#Eta/eta_0 s_nu delta_nu B_nu[cm3/s]
1.1 0.768 2.49 9.43e-19
1.2 0.569 2.35 9.22e-18
1.3 0.491 2.41 2.35e-17
1.4 0.395 2.45 4.20e-17
1.5 0.31 2.45 6.26e-17
1.6 0.323 2.43 8.57e-17
1.7 0.305 2.40 1.13e-16
1.8 0.285 2.39 1.39e-16
1.9 0.270 2.37 1.70e-16
2.0 0.259 2.35 2.05e-16
3.0 0.158 2.42 3.81e-16
4.0 0.129 2.46 4.74e-16
5.0 0.113 2.45 6.30e-16
6.0 0.0996 2.46 7.65e-16
7.0 0.0921 2.46 8.61e-16
8.0 0.0861 2.45 9.61e-16
9.0 0.0800 2.47 1.03e-15
10.0 0.0723 2.51 1.10e-15
30.0  0.0411 2.70 3.55e-15
100.0   0.0283 2.77 1.86e-14
23 changes: 23 additions & 0 deletions agnpy/data/photo_meson/kelner_aharonian_2008/phi_tables/gamma.txt
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#Eta/eta_0 s_gamma delta_gamma B_gamma[cm3/s]
1.1 0.0768 0.544 2.86e-19
1.2 0.106 0.540 2.24e-18
1.3 0.182 0.750 5.61e-18
1.4 0.201 0.791 1.02e-17
1.5 0.219 0.788 1.60e-17
1.6 0.216 0.831 2.23e-17
1.7 0.233 0.839 3.10e-17
1.8 0.233 0.825 4.07e-17
1.9 0.248 0.805 5.30e-17
2.0 0.244 0.779 6.74e-17
3.0 0.188 1.23 1.51e-16
4.0 0.131 1.82 1.24e-16
5.0 0.120 2.05 1.37e-16
6.0 0.107 2.19 1.62e-16
7.0 0.102 2.23 1.71e-16
8.0 0.0932 2.29 1.78e-16
9.0 0.0838 2.37 1.84e-16
10.0 0.0761 2.43 1.93e-16
20.0 0.107 2.27 4.74e-16
30.0 0.0928 2.33 7.70e-16
40.0 0.0772 2.42 1.06e-15
100.0 0.0479 2.59 2.73e-15
21 changes: 21 additions & 0 deletions agnpy/data/photo_meson/kelner_aharonian_2008/phi_tables/muon_antineutrino.txt
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#Eta/eta_0 s_nu delta_nu B_nu[cm3/s]
1.1 0.365 3.09 8.09e-19
1.2 0.287 2.96 7.70e-18
1.3 0.250 2.89 1.99e-17
1.4 0.238 2.76 3.62e-17
1.5 0.220 2.71 5.39e-17
1.6 0.206 2.67 7.39e-17
1.7 0.197 2.62 9.48e-17
1.8 0.193 2.56 1.20e-16
1.9 0.187 2.52 1.47e-16
2.0 0.178 2.51 1.74e-16
3.0 0.123 2.48 3.38e-16
4.0 0.106 2.56 5.17e-16
5.0 0.0944 2.57 7.61e-16
6.0 0.0829 2.58 9.57e-16
7.0 0.0801 2.54 1.11e-15
8.0 0.0752 2.53 1.25e-15
9.0 0.0680 2.56 1.36e-15
10.0 0.0615 2.60 1.46e-15
30.0 0.0361 2.78 5.87e-15
100.0 0.0228 2.88 3.10e-14
21 changes: 21 additions & 0 deletions agnpy/data/photo_meson/kelner_aharonian_2008/phi_tables/muon_neutrino.txt
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#Eta/eta_0 s_nu delta_nu B_nu[cm3/s]
1.1 0.0 0.0 1.08e-18
1.2 0.0778 0.306 9.91e-18
1.3 0.242 0.792 2.47e-17
1.4 0.377 1.09 4.43e-17
1.5 0.440 1.06 6.70e-17
1.6 0.450 0.953 9.04e-17
1.7 0.461 0.956 1.18e-16
1.8 0.451 0.922 1.32e-16
1.9 0.464 0.912 1.77e-16
2.0 0.446 0.940 2.11e-16
3.0 0.366 1.49 3.83e-16
4.0 0.249 2.03 5.09e-16
5.0 0.204 2.18 7.26e-16
6.0 0.174 2.24 9.26e-16
7.0 0.156 2.28 1.07e-15
8.0 0.140 2.32 1.19e-15
9.0 0.121 2.39 1.29e-15
10.0 0.107 2.46 1.40e-15
30.0 0.0705 2.53 5.65e-15 
100.0 0.0463 2.62 3.01e-14
23 changes: 23 additions & 0 deletions agnpy/data/photo_meson/kelner_aharonian_2008/phi_tables/photon.txt
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#Eta/eta_0 s_gamma delta_gamma B_gamma[cm3/s]
1.1 0.0768 0.544 2.86e-19
1.2 0.106 0.540 2.24e-18
1.3 0.182 0.750 5.61e-18
1.4 0.201 0.791 1.02e-17
1.5 0.219 0.788 1.60e-17
1.6 0.216 0.831 2.23e-17
1.7 0.233 0.839 3.10e-17
1.8 0.233 0.825 4.07e-17
1.9 0.248 0.805 5.30e-17
2.0 0.244 0.779 6.74e-17
3.0 0.188 1.23 1.51e-16
4.0 0.131 1.82 1.24e-16
5.0 0.120 2.05 1.37e-16
6.0 0.107 2.19 1.62e-16
7.0 0.102 2.23 1.71e-16
8.0 0.0932 2.29 1.78e-16
9.0 0.0838 2.37 1.84e-16
10.0 0.0761 2.43 1.93e-16
20.0 0.107 2.27 4.74e-16
30.0 0.0928 2.33 7.70e-16
40.0 0.0772 2.42 1.06e-15
100.0 0.0479 2.59 2.73e-15
21 changes: 21 additions & 0 deletions agnpy/data/photo_meson/kelner_aharonian_2008/phi_tables/positron.txt
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#Eta/eta_0 s_gamma delta_gamma B_gamma[cm3/s]
1.1 0.367 3.12 8.09e-19
1.2 0.282 2.96 7.70e-18
1.3 0.260 2.83 2.05e-17
1.4 0.239 2.76 3.6e-16
1.5 0.224 2.69 5.48e-17
1.6 0.207 2.66 7.39e-17
1.7 0.198 2.62 9.52e-17
1.8 0.193 2.56 1.20e-16
1.9 0.187 2.52 1.47e-16
2.0 0.181 2.49 1.75e-16
3.0 0.122 2.48 3.31e-16
4.0 0.106 2.50 4.16e-16
5.0 0.0983 2.46 5.57e-16
6.0 0.0875 2.46 6.78e-16
7.0 0.0830 2.44 7.65e-16
8.0 0.0783 2.44 8.52e-16
9.0 0.0735 2.45 9.17e-16
10.0 0.0644 2.50 9.57e-16
30.0 0.0333 2.77 3.07e-15
100.0 0.0224 2.86 1.58e-14
27 changes: 27 additions & 0 deletions agnpy/data/photo_meson/kelner_aharonian_2008/phi_values/phi_gamma_eta_1.5_eta0.csv
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0.00016659519398112938, 1.1846228944675503e-21
0.00029754430157339555, 2.0603540358000603e-21
0.0005192365304548022, 3.583468437646238e-21
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0.0011695265235448246, 8.173226028403726e-21
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0.006663119187830438, 4.6016199897313e-20
0.009327672723305015, 6.457597832105614e-20
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0.025589420645445886, 1.7646004405701247e-19
0.037523842531912474, 2.5616668672107215e-19
0.05252947044647997, 3.5544920982620384e-19
0.07268770504529715, 4.405336025229854e-19
0.09061056559748482, 4.821939668306912e-19
0.11969765502827294, 4.7677824509719e-19
0.14749107569638917, 3.934826849430876e-19
0.1714971578076781, 3.139198637362523e-19
0.19036932820765026, 2.138145167618848e-19
0.20647214088812943, 1.439959366914032e-19
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0.2544143254413262, 1.3434717327350844e-20
0.26649722750263183, 4.861248282999621e-21
0.2696065745587396, 1.861203153305938e-21
28 changes: 28 additions & 0 deletions agnpy/data/photo_meson/kelner_aharonian_2008/phi_values/phi_gamma_eta_30_eta0.csv
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0.0001111301444000929, 2.2915270689494878e-20
0.00017358678547276698, 3.6073829724520714e-20
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0.6359249624280249, 3.298086455465765e-20
0.6779230774765141, 1.4080887283393808e-20
39 changes: 39 additions & 0 deletions .../data/photo_meson/kelner_aharonian_2008/phi_values/phi_muon_antineutrino_eta_1.5_eta0.csv
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0.00011160460615352494, 2.3047590470092996e-21
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0.23417278652926676, 1.2102799400257567e-21
42 changes: 42 additions & 0 deletions ...y/data/photo_meson/kelner_aharonian_2008/phi_values/phi_muon_antineutrino_eta_30_eta0.csv
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0.4138980749663847, 1.9795127703118695e-20
0.4445777737638927, 1.1412962286374085e-20
37 changes: 37 additions & 0 deletions agnpy/data/photo_meson/kelner_aharonian_2008/phi_values/phi_muon_neutrino_eta_1.5_eta0.csv
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0.00011046311525061584, 2.7889811866387135e-21
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38 changes: 38 additions & 0 deletions agnpy/data/photo_meson/kelner_aharonian_2008/phi_values/phi_muon_neutrino_eta_30_eta0.csv
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