energy loss app
This commit is contained in:
James Szalkie
parent
f317505721
commit
ca33ba17b3
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@ -144,17 +144,35 @@ void histcomp() {
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}
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// dEb on y, SX3z on x
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TH2D *h2d = new TH2D("h2d", "dEb vs SX3z;SX3z (cm);dEb (MeV)", 500, -110, 110, 500, 0, 12); //arguments are (name, title, xbins, xlow, xup, ybins, ylow, yup)
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TH2D *h2d = new TH2D("h2d", "dEb vs SX3z;SX3z (cm);dEb (MeV)", 500, tree2->GetMinimum("sx3Z"), tree2->GetMaximum("sx3Z"), 500, tree2->GetMinimum("dEb"), tree2->GetMaximum("dEb")); //arguments are (name, title, xbins, xlow, xup, ybins, ylow, yup)
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tree2->Draw("dEb:sx3Z>>h2d", "", "goff"); // arguments are "y:x>>histogram", "selection", "options"
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TCanvas *c2d = new TCanvas("c2d", "dEb vs SX3z", 900, 600);
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h2d->Draw("COLZ");
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c2d->SaveAs("plots/dEb_vs_SX3z.png");
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TH2D *h2z = new TH2D("h2z", "dEb vs z0", 500, -1, 1, 500, 0, 12);
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TH2D *h2z = new TH2D("h2z", "dEb vs z0", 500, tree2->GetMinimum("z0"), tree2->GetMaximum("z0"), 500, tree2->GetMinimum("dEb"), tree2->GetMaximum("dEb"));
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tree2->Draw("dEb:z0>>h2z", "", "goff"); // arguments are "y:x>>histogram", "selection", "options"
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TCanvas *c2z = new TCanvas("c2z", "dEb vs z0", 900, 600);
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h2z->Draw("COLZ");
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c2z->SaveAs("plots/dEb_vs_z0.png");
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TH2D *h2theta = new TH2D("h2theta", "dEb vs reTheta", 500, tree2->GetMinimum("reTheta"), tree2->GetMaximum("reTheta"), 500, tree2->GetMinimum("dEb"), tree2->GetMaximum("dEb"));
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tree2->Draw("dEb:reTheta>>h2theta", "", "goff"); // arguments are "y:x>>histogram", "selection", "options"
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TCanvas *c2theta = new TCanvas("c2theta", "dEb vs reTheta", 900, 600);
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h2theta->Draw("COLZ");
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c2theta->SaveAs("plots/dEb_vs_reTheta.png");
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TH2D *h2phi = new TH2D("h2phi", "dEb vs rePhi", 500, tree2->GetMinimum("rePhi"), tree2->GetMaximum("rePhi"), 500, tree2->GetMinimum("dEb"), tree2->GetMaximum("dEb"));
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tree2->Draw("dEb:rePhi>>h2phi", "", "goff"); // arguments are "y:x>>histogram", "selection", "options"
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TCanvas *c2phi = new TCanvas("c2phi", "dEb vs rePhi", 900, 600);
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h2phi->Draw("COLZ");
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c2phi->SaveAs("plots/dEb_vs_rePhi.png");
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TH2D *h2dE = new TH2D("h2dE", "dEb vs Tb", 500, tree2->GetMinimum("Tb"), tree2->GetMaximum("Tb"), 500, tree2->GetMinimum("dEb"), tree2->GetMaximum("dEb"));
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tree2->Draw("dEb:Tb>>h2dE", "", "goff"); // arguments are "y:x>>histogram", "selection", "options"
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TCanvas *c2dE = new TCanvas("c2dE", "dEb vs Tb", 900, 600);
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h2dE->Draw("COLZ");
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c2dE->SaveAs("plots/dEb_vs_Tb.png");
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printf("Done! Plots saved in ./plots/\n");
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}
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501
ELoss/E_vs_x_deuterium.dat
Normal file
501
ELoss/E_vs_x_deuterium.dat
Normal file
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@ -0,0 +1,501 @@
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Distance_cm Energy_MeV
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-0.0 30.0
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14.089882852423957 29.9398997995992
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28.155316365275546 29.879799599198396
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42.19629139023553 29.819699398797596
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56.21279878590178 29.759599198396792
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70.20482941777054 29.699498997995992
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84.17237415822999 29.63939879759519
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98.11542388654539 29.579298597194388
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112.03396948884405 29.519198396793588
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125.92800185810842 29.459098196392784
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139.7975118941566 29.398997995991984
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153.64249050363512 29.338897795591183
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167.4629286000033 29.27879759519038
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181.25881710351737 29.21869739478958
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195.03014696540498 29.15859719438878
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208.7769092998971 29.098496993987975
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222.49909520081445 29.038396793587175
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236.19669560952178 28.97829659318637
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249.8697014741326 28.91819639278557
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263.5181037495005 28.85809619238477
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277.1418933972022 28.797995991983967
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290.7410613855207 28.737895791583167
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304.3155986894361 28.677795591182363
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317.86549629060414 28.617695390781563
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331.39074517734673 28.557595190380763
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344.89133634463445 28.49749498997996
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358.36726079406856 28.43739478957916
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371.81850953387107 28.377294589178355
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385.2450735788627 28.317194388777555
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398.6469439504522 28.257094188376755
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412.0241116766185 28.19699398797595
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425.37656779189126 28.13689378757515
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438.7043033373401 28.07679358717435
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452.0073093605549 28.016693386773547
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465.28557691562725 27.956593186372746
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478.5390970631386 27.896492985971943
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491.76786087013727 27.836392785571142
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504.97185941012646 27.776292585170342
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518.1510837630447 27.71619238476954
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531.3055250152455 27.656092184368738
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544.435174259486 27.595991983967934
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557.5400225949016 27.535891783567134
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570.6200611269945 27.475791583166334
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583.6752809676125 27.41569138276553
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596.7056732349282 27.35559118236473
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609.7112290534263 27.295490981963926
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622.6919395538785 27.235390781563126
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635.6477958733299 27.175290581162326
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648.5787891550779 27.115190380761522
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661.4849105486503 27.05509018036072
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674.3661512097912 26.99498997995992
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687.2225023004382 26.934889779559118
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700.0539550443857 26.874789579158318
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712.8605007620341 26.814689378757514
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725.6421307210958 26.754589178356714
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738.3988361018279 26.694488977955913
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751.1306080906076 26.63438877755511
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763.8374378799095 26.57428857715431
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776.5193166682905 26.514188376753506
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789.1762356603624 26.454088176352705
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801.8081860667771 26.393987975951905
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814.4151591042026 26.3338877755511
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826.9971459952999 26.2737875751503
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839.5541379687065 26.213687374749497
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852.0861262590093 26.153587174348697
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864.5931021067282 26.093486973947897
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877.0750567582916 26.033386773547093
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889.5319814660124 25.973286573146293
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901.9638674880708 25.913186372745493
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914.3707060884891 25.85308617234469
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926.7524885371075 25.79298597194389
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939.1092061095669 25.732885771543085
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951.44085008728 25.672785571142285
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963.7474117574136 25.612685370741485
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976.0288824128639 25.55258517034068
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988.2852533522309 25.49248496993988
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1000.5165158798005 25.432384769539077
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1012.7226613055152 25.372284569138277
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1024.9036809449556 25.312184368737476
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1037.0595661193151 25.252084168336673
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1274.8857308203735 24.05008016032064
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1286.5117994852242 23.98997995991984
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1355.7361102649904 23.62937875751503
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1390.0058159501084 23.449078156312627
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1825.0007168129628 21.04507014028056
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1855.9719082587885 20.864769539078157
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1886.711232467128 20.684468937875753
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1907.075188929346 20.56426853707415
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1917.2184642620396 20.50416833667335
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1927.3359265627344 20.444068136272545
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1937.4275675116337 20.383967935871745
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1947.4933787929347 20.32386773547094
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1957.5333520948204 20.26376753507014
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1967.5474791094616 20.20366733466934
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1977.535751533014 20.143567134268537
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1987.4983196315702 20.083466933867737
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1997.4353414947439 20.023366733466933
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2007.3468174548623 19.963266533066133
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2017.2327408185645 19.903166332665332
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2027.093104866731 19.84306613226453
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2036.927902854304 19.78296593186373
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2046.7371280101102 19.722865731462925
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
3811.711312109104 0.01
|
||||
501
ELoss/E_vs_x_deuteron.dat
Normal file
501
ELoss/E_vs_x_deuteron.dat
Normal file
|
|
@ -0,0 +1,501 @@
|
|||
Distance_cm Energy_MeV
|
||||
-0.0 30.0
|
||||
25.08817181345015 29.9398997995992
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||||
50.138143423769286 29.879799599198396
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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6493.723987594231 6.140220440881763
|
||||
6500.288395802172 6.080120240480961
|
||||
6506.799102956407 6.020020040080159
|
||||
6513.256057784794 5.959919839679358
|
||||
6519.659208341483 5.899819639278556
|
||||
6526.008501990439 5.839719438877755
|
||||
6532.303885388372 5.779619238476953
|
||||
6538.545304467013 5.719519038076152
|
||||
6544.732704414734 5.65941883767535
|
||||
6550.86602965746 5.599318637274549
|
||||
6556.945223838843 5.539218436873747
|
||||
6562.970229799656 5.479118236472945
|
||||
6568.940989556371 5.419018036072144
|
||||
6574.857444278866 5.358917835671342
|
||||
6580.719534267227 5.298817635270541
|
||||
6586.5271989275825 5.238717434869739
|
||||
6592.280376746925 5.178617234468938
|
||||
6597.979005266853 5.118517034068136
|
||||
6603.62302105618 5.0584168336673345
|
||||
6609.212359682331 4.9983166332665325
|
||||
6614.746955681474 4.9382164328657305
|
||||
6620.226742527281 4.878116232464929
|
||||
6625.651652598265 4.818016032064127
|
||||
6631.0216171435795 4.757915831663326
|
||||
6636.336566247192 4.697815631262524
|
||||
6641.5964287903325 4.637715430861723
|
||||
6646.801132412085 4.577615230460921
|
||||
6651.950603468023 4.51751503006012
|
||||
6657.044766986727 4.457414829659318
|
||||
6662.083546624071 4.397314629258516
|
||||
6667.066864615081 4.337214428857715
|
||||
6671.994641723231 4.277114228456913
|
||||
6676.866797186966 4.217014028056112
|
||||
6681.683248663246 4.15691382765531
|
||||
6686.4439121679 4.096813627254509
|
||||
6691.148702012536 4.036713426853707
|
||||
6695.797530737735 3.9766132264529053
|
||||
6700.390309042235 3.9165130260521037
|
||||
6704.926945707784 3.856412825651302
|
||||
6709.407347519297 3.7963126252505006
|
||||
6713.831419179916 3.736212424849699
|
||||
6718.19906322055 3.6761122244488975
|
||||
6722.510179903388 3.616012024048096
|
||||
6726.76466711887 3.555911823647294
|
||||
6730.962420275495 3.4958116232464924
|
||||
6735.103332181806 3.435711422845691
|
||||
6739.187292919815 3.3756112224448893
|
||||
6743.214189709024 3.3155110220440878
|
||||
6747.183906760107 3.255410821643286
|
||||
6751.096325117216 3.1953106212424847
|
||||
6754.951322487722 3.135210420841683
|
||||
6758.748773058054 3.0751102204408816
|
||||
6762.488547294151 3.0150100200400796
|
||||
6766.170511724798 2.954909819639278
|
||||
6769.7945287059265 2.8948096192384765
|
||||
6773.360456163666 2.834709418837675
|
||||
6776.868147313637 2.7746092184368734
|
||||
6780.3174503535965 2.714509018036072
|
||||
6783.708208126142 2.6544088176352703
|
||||
6787.040257747667 2.5943086172344687
|
||||
6790.313430199187 2.534208416833667
|
||||
6793.52754987397 2.474108216432865
|
||||
6796.682434076094 2.4140080160320636
|
||||
6799.777892463085 2.353907815631262
|
||||
6802.8137264246725 2.2938076152304605
|
||||
6805.789728388336 2.233707414829659
|
||||
6808.7056810406975 2.1736072144288574
|
||||
6811.561356451904 2.113507014028056
|
||||
6814.3565150878185 2.0534068136272543
|
||||
6817.0909046920815 1.9933066132264528
|
||||
6819.764259016778 1.9332064128256512
|
||||
6822.376296376425 1.8731062124248496
|
||||
6824.926717995196 1.813006012024048
|
||||
6827.415206111496 1.7529058116232463
|
||||
6829.8414217970485 1.6928056112224448
|
||||
6832.205002439324 1.6327054108216432
|
||||
6834.505558826281 1.5726052104208417
|
||||
6836.742671760717 1.51250501002004
|
||||
6838.915888118052 1.4524048096192383
|
||||
6841.02471624618 1.3923046092184368
|
||||
6843.06862058952 1.3322044088176352
|
||||
6845.047015403025 1.2721042084168337
|
||||
6846.959257408198 1.212004008016032
|
||||
6848.804637237374 1.1519038076152304
|
||||
6850.582369524461 1.0918036072144288
|
||||
6852.291581547559 1.0317034068136273
|
||||
6853.931300443186 0.9716032064128256
|
||||
6855.500439249111 0.911503006012024
|
||||
6856.997782491055 0.8514028056112224
|
||||
6858.421972877517 0.7913026052104208
|
||||
6859.771502197243 0.7312024048096192
|
||||
6861.044712214047 0.6711022044088176
|
||||
6862.239816024621 0.611002004008016
|
||||
6863.354958250841 0.5509018036072144
|
||||
6864.388345473889 0.4908016032064128
|
||||
6865.338499170907 0.4307014028056112
|
||||
6866.204715957536 0.3706012024048096
|
||||
6866.987871763398 0.310501002004008
|
||||
6867.691803797163 0.2504008016032064
|
||||
6868.32576848863 0.1903006012024048
|
||||
6868.909557449423 0.1302004008016032
|
||||
6869.48963200349 0.0701002004008016
|
||||
6870.2848204904385 0.01
|
||||
File diff suppressed because it is too large
Load Diff
426
ELoss/PCEnergyAnalysis.py
Normal file
426
ELoss/PCEnergyAnalysis.py
Normal file
|
|
@ -0,0 +1,426 @@
|
|||
#!/usr/bin/env python3
|
||||
# -*- coding: utf-8 -*-
|
||||
"""
|
||||
Created on Wed May 20 13:32:14 2026
|
||||
|
||||
@author: jamesszalkie
|
||||
"""
|
||||
import numpy as np
|
||||
import pandas as pd
|
||||
from scipy.interpolate import interp1d
|
||||
import argparse
|
||||
import uproot
|
||||
import pycatima as catima
|
||||
import numpy as np
|
||||
import pandas as pd
|
||||
from scipy.interpolate import interp1d
|
||||
from scipy.integrate import cumulative_trapezoid
|
||||
import matplotlib.pyplot as plt
|
||||
import threading
|
||||
import time
|
||||
import sys
|
||||
import cmd
|
||||
import shlex
|
||||
|
||||
#Run program from terminal or IDE, and prompts will provide user steps
|
||||
|
||||
|
||||
#data = [z, mass_u, maximum MeV, name]
|
||||
alpha_data = [2, 4.0026, 40, "alpha"]
|
||||
proton_data = [1, 1.0078, 20, "proton"]
|
||||
deuteron_data = [1, 2.014102, 30, "deuterium"]
|
||||
|
||||
|
||||
particles = {
|
||||
"alpha": alpha_data,
|
||||
"proton": proton_data,
|
||||
"deuteron": deuteron_data
|
||||
}
|
||||
|
||||
def make_E_vs_x(z, mass_u, emax_mev, label, npoints, P_TORR, TEMP_K):
|
||||
# GAS SETUP
|
||||
R = 8.3144
|
||||
P_TORR = 400
|
||||
TEMP_K = 293.15
|
||||
R = 8.3144
|
||||
|
||||
# Gas density
|
||||
p_pa = P_TORR * 133.322
|
||||
molar_density = p_pa / (R * TEMP_K)
|
||||
|
||||
m_he = 4.0026
|
||||
m_c = 12.0000
|
||||
m_o = 15.9949
|
||||
|
||||
m_mix_avg = (0.96 * m_he) + (0.04 * (m_c + 2*m_o))
|
||||
|
||||
rho_g_cm3 = (molar_density * m_mix_avg) / 1e6
|
||||
|
||||
print(f"Gas density = {rho_g_cm3:.6e} g/cm^3")
|
||||
|
||||
# MATERIAL
|
||||
material_def = [
|
||||
(m_he, 2, 0.96),
|
||||
(m_c, 6, 0.04),
|
||||
(m_o, 8, 0.08)
|
||||
]
|
||||
|
||||
gas_mix = catima.Material(material_def)
|
||||
gas_mix.density(rho_g_cm3)
|
||||
|
||||
projectile = catima.Projectile(mass_u, z)
|
||||
|
||||
# Energy grid
|
||||
E = np.linspace(0.01, emax_mev, npoints)
|
||||
|
||||
# Stopping power array
|
||||
S_mass = np.zeros_like(E)
|
||||
|
||||
for i, energy in enumerate(E):
|
||||
|
||||
projectile.T(energy / mass_u)
|
||||
|
||||
# MeV / (g/cm^2)
|
||||
S_mass[i] = catima.dedx(projectile, gas_mix)
|
||||
|
||||
# Convert to MeV/cm
|
||||
S_linear = S_mass * rho_g_cm3
|
||||
|
||||
# Sort descending energy
|
||||
sort_idx = np.argsort(E)[::-1]
|
||||
|
||||
E = E[sort_idx]
|
||||
S_linear = S_linear[sort_idx]
|
||||
|
||||
# Integrate dx/dE = 1/S(E)
|
||||
invS = 1.0 / S_linear
|
||||
|
||||
x = cumulative_trapezoid(
|
||||
invS,
|
||||
E,
|
||||
initial=0
|
||||
)
|
||||
|
||||
x = -x
|
||||
|
||||
# Output table
|
||||
output = pd.DataFrame({
|
||||
"Distance_cm": x,
|
||||
"Energy_MeV": E
|
||||
})
|
||||
|
||||
outfile = f"E_vs_x_{label}.dat"
|
||||
|
||||
output.to_csv(
|
||||
outfile,
|
||||
sep='\t',
|
||||
index=False
|
||||
)
|
||||
|
||||
print(f"Saved: {outfile}")
|
||||
|
||||
return x, E
|
||||
|
||||
#Generate energy loss tables from file
|
||||
def load_table(filename):
|
||||
"""
|
||||
Load table with columns:
|
||||
x(cm) E(MeV)
|
||||
|
||||
Returns:
|
||||
x_array, E_array
|
||||
"""
|
||||
|
||||
data = pd.read_csv(
|
||||
filename,
|
||||
sep='\s+',
|
||||
comment="#",
|
||||
header=None,
|
||||
skiprows=1
|
||||
)
|
||||
|
||||
x = data.iloc[:, 0].values
|
||||
E = data.iloc[:, 1].values
|
||||
|
||||
return x, E
|
||||
|
||||
def energy_loss(particle, Ei, dl):
|
||||
filename = f"E_vs_x_{particle}.dat"
|
||||
data = pd.read_csv(
|
||||
filename,
|
||||
sep='\s+',
|
||||
comment="#",
|
||||
header=None,
|
||||
skiprows=1
|
||||
)
|
||||
|
||||
x = data.iloc[:, 0].values
|
||||
E = data.iloc[:, 1].values
|
||||
|
||||
E_of_x = interp1d(
|
||||
x,
|
||||
E,
|
||||
bounds_error=False,
|
||||
fill_value=0.0
|
||||
)
|
||||
|
||||
x_of_E = interp1d(
|
||||
E[::-1], # reverse so energy increases
|
||||
x[::-1],
|
||||
bounds_error=False,
|
||||
fill_value="extrapolate"
|
||||
)
|
||||
|
||||
xi = float(x_of_E(Ei))
|
||||
|
||||
xf = xi + float(dl)
|
||||
|
||||
Ef = float(E_of_x(xf))
|
||||
|
||||
return max(Ef, 0.0)
|
||||
|
||||
#def energy_loss_angular(particle, Ei, theta):
|
||||
|
||||
def energy_reconstruction(particle, Ef, dl):
|
||||
filename = f"E_vs_x_{particle}.dat"
|
||||
data = pd.read_csv(
|
||||
filename,
|
||||
sep='\s+',
|
||||
comment="#",
|
||||
header=None,
|
||||
skiprows=1
|
||||
)
|
||||
|
||||
x = data.iloc[:, 0].values
|
||||
E = data.iloc[:, 1].values
|
||||
|
||||
E_of_x = interp1d(
|
||||
x,
|
||||
E,
|
||||
bounds_error=False,
|
||||
fill_value=0.0
|
||||
)
|
||||
|
||||
x_of_E = interp1d(
|
||||
E[::-1], # reverse so energy increases
|
||||
x[::-1],
|
||||
bounds_error=False,
|
||||
fill_value="extrapolate"
|
||||
)
|
||||
|
||||
xf = float(x_of_E(Ef))
|
||||
|
||||
xi = xf - dl
|
||||
|
||||
Ei = float(E_of_x(xi))
|
||||
|
||||
return max(Ei, 0.0)
|
||||
|
||||
|
||||
|
||||
class MyInteractiveApp(cmd.Cmd):
|
||||
def __init__(self):
|
||||
super().__init__()
|
||||
# Initial value set when the script starts
|
||||
self.buckets = 500
|
||||
self.T = 293.15
|
||||
self.P = 400
|
||||
self.temp_particle = [0, 0.0, 0.0, ""]
|
||||
print("-" * 30)
|
||||
print("INTERACTIVE SHELL STARTED")
|
||||
self.print_params()
|
||||
print("Type 'help' for commands.")
|
||||
print("Type 'exit' to end program")
|
||||
print("-" * 30)
|
||||
|
||||
def print_params(self):
|
||||
"""Helper method to display current state"""
|
||||
print(f"Current Parameters: T={self.T}, P={self.P}")
|
||||
#intro = "Interactive Shell Started. Type 'help' to see commands."
|
||||
prompt = ">> "
|
||||
|
||||
def default(self, line):
|
||||
# Check if the command starts with our multi-word phrase
|
||||
if line.startswith("make table "):
|
||||
# Extract everything after "make table "
|
||||
args = line[len("make table "):].strip()
|
||||
self.do_make_table(args)
|
||||
elif line.startswith("set t") or line.startswith("Set T") or line.startswith("set T") or line.startswith("Set t"):
|
||||
args = line[len("set t "):].strip()
|
||||
self.do_set_T(args)
|
||||
elif line.startswith("set p") or line.startswith("Set P") or line.startswith("set P") or line.startswith("Set p"):
|
||||
args = line[len("set p "):].strip()
|
||||
self.do_set_P(args)
|
||||
elif line.startswith("set buckets") or line.startswith("Set Buckets") or line.startswith("set Buckets") or line.startswith("Set buckets"):
|
||||
args = line[len("set buckets "):].strip()
|
||||
self.do_set_Buckets(args)
|
||||
elif line.startswith("energy loss") or line.startswith("Energy Loss") or line.startswith("Energy loss"):
|
||||
args = line[len("energy loss "):].strip()
|
||||
self.do_energy_loss(args)
|
||||
elif line.startswith("energy reconstruction") or line.startswith("Energy Reconstruction") or line.startswith("Energy reconstruction"):
|
||||
args = line[len("energy reconstruction "):].strip()
|
||||
self.do_energy_reconstruction(args)
|
||||
else:
|
||||
print(f"*** Unknown syntax: {line}")
|
||||
|
||||
def do_T(self, arg):
|
||||
"""Print value of T"""
|
||||
print(self.T)
|
||||
|
||||
def do_Buckets(self, arg):
|
||||
"""print number of histogram buckets and points"""
|
||||
print(self.buckets)
|
||||
|
||||
def do_P(self, arg):
|
||||
"""Print value of P (pressure)"""
|
||||
print(self.P)
|
||||
|
||||
def do_make_particle(self, arg):
|
||||
"""Enter parameters for new particle to be given to catyma system
|
||||
Ex: >> make_particle <z> <mass u> <maximum E value> <particle name>"""
|
||||
args = shlex.split(arg)
|
||||
z = int(args[0])
|
||||
mass_u = float(args[1])
|
||||
emax_mev = float(args[2])
|
||||
particle = args[3]
|
||||
self.temp_particle = [z, mass_u, emax_mev, particle]
|
||||
print(f"New particle '{particle}': z = {z}, mass_u = {mass_u}, emax_mev = {emax_mev}")
|
||||
|
||||
def do_set_T(self, arg):
|
||||
"""Changes the value of T. Usage: set_t 300"""
|
||||
try:
|
||||
self.T = float(arg)
|
||||
print(f"T has been updated to {self.T}")
|
||||
except ValueError:
|
||||
print("Please enter a valid number for T.")
|
||||
|
||||
def do_set_P(self, arg):
|
||||
"""Changes the value of P in Torr. Usage: set_ 400"""
|
||||
try:
|
||||
self.P = float(arg)
|
||||
print(f"P has been updated to {self.P}")
|
||||
except ValueError:
|
||||
print("Please enter a valid number for P.")
|
||||
|
||||
def do_set_Buckets(self, arg):
|
||||
"""Changes the value of buckets"""
|
||||
try:
|
||||
self.buckets = int(arg)
|
||||
print(f"Number of buckets has been updated to {self.buckets}")
|
||||
except ValueError:
|
||||
print("Please enter a valid number of buckets.")
|
||||
|
||||
def do_exit(self, arg):
|
||||
"""Exits the application."""
|
||||
print("Closing application...")
|
||||
return True # Returning True stops the cmdloop()
|
||||
|
||||
def do_make_table(self, arg):
|
||||
"""Create a custom E vs X table
|
||||
Ex: >> make table <particle> <max energy (optional) >"""
|
||||
try:
|
||||
args = shlex.split(arg)
|
||||
if args[0].endswith("s"):
|
||||
args[0] = args[0][:-1]
|
||||
particle = particles[args[0]]
|
||||
z = particle[0]
|
||||
mass_u = particle[1]
|
||||
if len(args) > 1:
|
||||
emax_mev = float(args[1])
|
||||
else:
|
||||
emax_mev = particle[2]
|
||||
label = particle[3]
|
||||
x, E = make_E_vs_x(
|
||||
z,#1
|
||||
mass_u,#1.0078,
|
||||
emax_mev,
|
||||
label,
|
||||
self.buckets,
|
||||
self.P,
|
||||
self.T
|
||||
)
|
||||
except IndexError:
|
||||
print("Please enter desired reaction particle")
|
||||
except KeyError:
|
||||
if self.temp_particle[3]:
|
||||
try:
|
||||
print("Table not prepared, using custom particle")
|
||||
x, E = make_E_vs_x(
|
||||
self.temp_particle[0],#1
|
||||
self.temp_particle[1],#1.0078,
|
||||
self.temp_particle[2],
|
||||
self.temp_particle[3],
|
||||
self.buckets,
|
||||
self.P,
|
||||
self.T
|
||||
)
|
||||
label = self.temp_particle[3]
|
||||
except:
|
||||
print("Custom particle failed")
|
||||
return
|
||||
else:
|
||||
print("Table not yet available \nPlease enter parameters into make_particle, type 'help' for more info")
|
||||
return
|
||||
plt.figure(figsize=(8,6))
|
||||
|
||||
plt.plot(x, E)
|
||||
|
||||
plt.xlabel("Distance in Gas (cm)")
|
||||
plt.ylabel("Energy (MeV)")
|
||||
plt.title(f"Energy Loss Curve {label.capitalize()}")
|
||||
|
||||
plt.grid(True)
|
||||
|
||||
plt.savefig(f"Energy_Loss_Curve_{label.capitalize()}.png", dpi=300)
|
||||
|
||||
plt.show()
|
||||
|
||||
def do_load_table(self, arg):
|
||||
args = shlex.split(arg)
|
||||
particle = args[0]
|
||||
filename = f"E_vs_x_{particle}.dat"
|
||||
load_table(filename)
|
||||
print(f"Loaded table {filename}")
|
||||
|
||||
def do_energy_loss(self, arg):
|
||||
"""Find a final energy given an initial energy and distance travelled
|
||||
Ex: >> energy loss <particle> <initial energy MeV> <distance travelled cm>"""
|
||||
args = shlex.split(arg)
|
||||
try:
|
||||
particle = args[0]
|
||||
Ei = float(args[1])
|
||||
dl = float(args[2])
|
||||
Ei_offset = Ei * 1.1
|
||||
table_specs = f"{particle} {Ei_offset}"
|
||||
try:
|
||||
self.do_make_table(table_specs)
|
||||
Ef = energy_loss(particle, Ei, dl)
|
||||
print(f"\nFinal energy: {Ef:.6f} MeV")
|
||||
except:
|
||||
return
|
||||
except IndexError:
|
||||
print("Please input particle, initial energy, and distance travelled")
|
||||
|
||||
def do_energy_reconstruction(self, arg):
|
||||
"""Find a vertex energy given an final energy and distance travelled
|
||||
Ex: >> energy reconstruction <particle> <final energy MeV> <distance travelled cm>"""
|
||||
args = shlex.split(arg)
|
||||
try:
|
||||
particle = args[0]
|
||||
Ef = float(args[1])
|
||||
dl = float(args[2])
|
||||
try:
|
||||
Ei = energy_reconstruction(particle, Ef, dl)
|
||||
if Ei > 0:
|
||||
print(f"\nInitial energy: {Ei:.6f} MeV")
|
||||
else:
|
||||
print("Error: remake table with larger value, fallen off map")
|
||||
except:
|
||||
print("Particle energy table not made yet, please do so using 'make table'")
|
||||
except IndexError:
|
||||
print("Please input particle, final energy from detector, and distance travelled")
|
||||
|
||||
if __name__ == "__main__":
|
||||
|
||||
MyInteractiveApp().cmdloop()
|
||||
|
||||
501
ELoss/Temp test/E_vs_x_alpha.dat
Normal file
501
ELoss/Temp test/E_vs_x_alpha.dat
Normal file
|
|
@ -0,0 +1,501 @@
|
|||
Distance_cm Energy_MeV
|
||||
-0.0 40.0
|
||||
3.3168136638228574 39.91985971943888
|
||||
6.627897879905463 39.83971943887776
|
||||
9.933251562889753 39.75957915831663
|
||||
13.232873624423497 39.679438877755516
|
||||
16.526762973147783 39.59929859719439
|
||||
19.8149185146818 39.519158316633266
|
||||
23.09733915161019 39.43901803607215
|
||||
26.374023783470314 39.358877755511024
|
||||
29.644971306736817 39.2787374749499
|
||||
32.910180614808766 39.19859719438878
|
||||
36.169650597996686 39.11845691382766
|
||||
39.42338014350692 39.03831663326653
|
||||
42.67136813542852 38.958176352705415
|
||||
45.9136134547201 38.87803607214429
|
||||
49.15011497919392 38.797895791583166
|
||||
52.38087158350261 38.71775551102205
|
||||
55.60588213912573 38.63761523046092
|
||||
58.8251455143537 38.5574749498998
|
||||
62.03866057427424 38.47733466933868
|
||||
65.2464261807587 38.39719438877756
|
||||
68.44844119244583 38.31705410821643
|
||||
71.64470446472787 38.236913827655314
|
||||
74.83521484973677 38.15677354709419
|
||||
78.01997119632735 38.07663326653307
|
||||
81.19897235006462 37.99649298597195
|
||||
84.37221715320692 37.91635270541082
|
||||
87.53970444469165 37.836212424849705
|
||||
90.701433060121 37.75607214428858
|
||||
93.85740183174507 37.675931863727456
|
||||
97.00760958844737 37.59579158316634
|
||||
100.15205515573032 37.515651302605214
|
||||
103.29073735569816 37.43551102204409
|
||||
106.42365500704213 37.35537074148297
|
||||
109.55080692502582 37.27523046092185
|
||||
112.67219192146771 37.19509018036072
|
||||
115.78780880472625 37.114949899799605
|
||||
118.89765637968482 37.03480961923848
|
||||
122.00173344773411 36.954669338677355
|
||||
125.10003880675694 36.87452905811624
|
||||
128.19257125111295 36.79438877755511
|
||||
131.27932957162074 36.71424849699399
|
||||
134.36031255554238 36.63410821643287
|
||||
137.43551898656793 36.553967935871746
|
||||
140.50494764479728 36.47382765531062
|
||||
143.56859730672446 36.393687374749504
|
||||
146.62646674522176 36.31354709418838
|
||||
149.67855472952147 36.233406813627255
|
||||
152.7248600251998 36.15326653306614
|
||||
155.76538139416087 36.07312625250501
|
||||
158.80011759461806 35.99298597194389
|
||||
161.82906738107778 35.91284569138277
|
||||
164.8522295043231 35.832705410821646
|
||||
167.86960271139492 35.75256513026052
|
||||
170.88118574557538 35.672424849699404
|
||||
173.88697734637125 35.59228456913828
|
||||
176.88697624949492 35.512144288577154
|
||||
179.8811811868474 35.43200400801604
|
||||
182.86959088650167 35.35186372745491
|
||||
185.852204072683 35.27172344689379
|
||||
188.82901946575214 35.19158316633267
|
||||
191.80003578218796 35.111442885771545
|
||||
194.76525173456793 35.03130260521042
|
||||
197.72466603155064 34.9511623246493
|
||||
200.67827737785848 34.87102204408818
|
||||
203.62608447425757 34.790881763527054
|
||||
206.56808601754025 34.710741482965936
|
||||
209.50428070050725 34.63060120240481
|
||||
212.43466721194756 34.55046092184369
|
||||
215.3592442366204 34.47032064128257
|
||||
218.2780104552374 34.390180360721445
|
||||
221.19096454444184 34.31004008016032
|
||||
224.0981051767907 34.2298997995992
|
||||
226.99943102073627 34.14975951903808
|
||||
229.89494074060525 34.06961923847695
|
||||
232.78463299658046 33.989478957915836
|
||||
235.66850644468212 33.90933867735471
|
||||
238.54655973674684 33.829198396793586
|
||||
241.41879152040886 33.74905811623247
|
||||
244.28520043908105 33.668917835671344
|
||||
247.14578513193376 33.58877755511022
|
||||
250.00054423387556 33.5086372745491
|
||||
252.84947637553412 33.42849699398798
|
||||
255.69258018323467 33.34835671342685
|
||||
258.5298542789805 33.268216432865735
|
||||
261.3612972804335 33.18807615230461
|
||||
264.1869078008924 33.107935871743486
|
||||
267.0066844492728 33.02779559118237
|
||||
269.82062583008775 32.94765531062124
|
||||
272.6287305434252 32.86751503006012
|
||||
275.4309971849283 32.787374749499
|
||||
278.2274243457751 32.70723446893788
|
||||
281.0180106126562 32.62709418837675
|
||||
283.80275456775445 32.546953907815634
|
||||
286.58165478872445 32.46681362725451
|
||||
289.35470984867 32.386673346693385
|
||||
292.12191831612313 32.30653306613227
|
||||
294.88327875502387 32.22639278557114
|
||||
297.63878972469655 32.146252505010025
|
||||
300.3884497798303 32.0661122244489
|
||||
303.13225747045544 31.98597194388778
|
||||
305.8702113419229 31.90583166332666
|
||||
308.6023099348818 31.825691382765537
|
||||
311.3285517852574 31.745551102204413
|
||||
314.0489354242286 31.66541082164329
|
||||
316.7634593782064 31.58527054108217
|
||||
319.4721221688111 31.505130260521046
|
||||
322.17492231284956 31.424989979959925
|
||||
324.8718583222932 31.344849699398804
|
||||
327.56292870425506 31.26470941883768
|
||||
330.2481319609667 31.184569138276558
|
||||
332.92746658975597 31.104428857715437
|
||||
335.6009310830236 31.024288577154312
|
||||
338.26852392822 30.94414829659319
|
||||
340.93024360782243 30.86400801603207
|
||||
343.5860885993116 30.783867735470945
|
||||
346.23605737514794 30.703727454909824
|
||||
348.8801484027486 30.623587174348703
|
||||
351.5183601444636 30.543446893787582
|
||||
354.1506910575522 30.463306613226457
|
||||
356.77713959415865 30.383166332665336
|
||||
359.3977042012891 30.303026052104215
|
||||
362.0123833207872 30.22288577154309
|
||||
364.62117538930937 30.14274549098197
|
||||
367.22407883830175 30.06260521042085
|
||||
369.82109209397515 29.982464929859724
|
||||
372.41221357728045 29.902324649298603
|
||||
374.99744170388465 29.82218436873748
|
||||
377.57677488414606 29.742044088176357
|
||||
380.1502115230892 29.661903807615236
|
||||
382.7177500203804 29.581763527054115
|
||||
385.2793887703029 29.50162324649299
|
||||
387.8351261617312 29.42148296593187
|
||||
390.3849605781067 29.341342685370748
|
||||
392.92889039741226 29.261202404809623
|
||||
395.4669139921462 29.181062124248502
|
||||
397.99902972929783 29.10092184368738
|
||||
400.5252359703214 29.020781563126256
|
||||
403.0455310711102 28.940641282565135
|
||||
405.55991338197157 28.860501002004014
|
||||
408.06838124760054 28.78036072144289
|
||||
410.5709330070536 28.70022044088177
|
||||
413.06756699372346 28.620080160320647
|
||||
415.55828153531246 28.539939879759523
|
||||
418.043074953806 28.4597995991984
|
||||
420.5219455654469 28.37965931863728
|
||||
422.9948916807087 28.299519038076156
|
||||
425.46191160426855 28.219378757515035
|
||||
427.92300363498157 28.139238476953913
|
||||
430.3781660658535 28.05909819639279
|
||||
432.8273971840138 27.978957915831668
|
||||
435.27069527068915 27.898817635270547
|
||||
437.70805860117616 27.818677354709425
|
||||
440.13948544481434 27.7385370741483
|
||||
442.5649740649586 27.65839679358718
|
||||
444.9845227189526 27.57825651302606
|
||||
447.3981296581007 27.498116232464934
|
||||
449.80579312764064 27.417975951903813
|
||||
452.20751136671623 27.33783567134269
|
||||
454.60328260834945 27.257695390781567
|
||||
456.99310507941243 27.177555110220446
|
||||
459.37697700060016 27.097414829659325
|
||||
461.75489658640225 27.0172745490982
|
||||
464.12686204507446 26.93713426853708
|
||||
466.4928715786113 26.856993987975958
|
||||
468.85292338271745 26.776853707414833
|
||||
471.20701564677915 26.696713426853712
|
||||
473.5551465538364 26.61657314629259
|
||||
475.89731428055404 26.536432865731467
|
||||
478.2335169971932 26.456292585170345
|
||||
480.5637528675828 26.376152304609224
|
||||
482.88802004909087 26.2960120240481
|
||||
485.20631669259507 26.21587174348698
|
||||
487.5186409424546 26.135731462925857
|
||||
489.82499093648084 26.055591182364733
|
||||
492.12536480590785 25.97545090180361
|
||||
494.4197606753639 25.89531062124249
|
||||
496.7081766628418 25.815170340681366
|
||||
498.9906108796695 25.735030060120245
|
||||
501.26706143048074 25.654889779559124
|
||||
503.53752641318584 25.574749498998
|
||||
505.80200391894147 25.494609218436878
|
||||
508.0604920321216 25.414468937875757
|
||||
510.3129888302875 25.334328657314632
|
||||
512.5594923841576 25.25418837675351
|
||||
514.8000007575781 25.17404809619239
|
||||
517.0345120074929 25.093907815631265
|
||||
519.263024183913 25.013767535070144
|
||||
521.485535329887 24.933627254509023
|
||||
523.7020434814707 24.853486973947902
|
||||
525.9125466676966 24.773346693386777
|
||||
528.1170429105435 24.693206412825656
|
||||
530.3155302249065 24.613066132264535
|
||||
532.5080066185662 24.53292585170341
|
||||
534.6944700921579 24.45278557114229
|
||||
536.874918639141 24.37264529058117
|
||||
539.049350245769 24.292505010020044
|
||||
541.2177628910574 24.212364729458923
|
||||
543.3801545467539 24.1322244488978
|
||||
545.5365231773071 24.052084168336677
|
||||
547.6868667398351 23.971943887775556
|
||||
549.8311831840947 23.891803607214435
|
||||
551.9694704524508 23.81166332665331
|
||||
554.1017264798438 23.73152304609219
|
||||
556.2279491937597 23.651382765531068
|
||||
558.3481365141979 23.571242484969943
|
||||
560.4622863536397 23.491102204408822
|
||||
562.5703966170173 23.4109619238477
|
||||
564.6724652016819 23.330821643286576
|
||||
566.7684899973718 23.250681362725455
|
||||
568.8584688861811 23.170541082164334
|
||||
570.9423997425275 23.09040080160321
|
||||
573.0202804331207 23.01026052104209
|
||||
575.0921088169301 22.930120240480967
|
||||
577.1578827451534 22.849979959919843
|
||||
579.2176000611835 22.76983967935872
|
||||
581.2712586005771 22.6896993987976
|
||||
583.3188561910223 22.609559118236476
|
||||
585.3603906523058 22.529418837675355
|
||||
587.395859796281 22.449278557114233
|
||||
589.4252614268355 22.36913827655311
|
||||
591.4485933398578 22.288997995991988
|
||||
593.4658533232055 22.208857715430867
|
||||
595.477039156672 22.128717434869742
|
||||
597.4821486119538 22.04857715430862
|
||||
599.4811794526174 21.9684368737475
|
||||
601.4741294340668 21.88829659318638
|
||||
603.4609963035094 21.808156312625254
|
||||
605.4417777999238 21.728016032064133
|
||||
607.4164716540256 21.647875751503012
|
||||
609.3850755882347 21.567735470941887
|
||||
611.347587316641 21.487595190380766
|
||||
613.3040045449715 21.407454909819645
|
||||
615.2543249705558 21.32731462925852
|
||||
617.1985462822927 21.2471743486974
|
||||
619.1366661606158 21.167034068136278
|
||||
621.0686822774599 21.086893787575153
|
||||
622.9945922962256 21.006753507014032
|
||||
624.9143938717464 20.92661322645291
|
||||
626.8280846502527 20.846472945891787
|
||||
628.7356622693376 20.766332665330665
|
||||
630.6371243579222 20.686192384769544
|
||||
632.5324685362203 20.60605210420842
|
||||
634.4216924157031 20.5259118236473
|
||||
636.3047935990636 20.445771543086178
|
||||
638.1817696801814 20.365631262525053
|
||||
640.0526182440865 20.28549098196393
|
||||
641.917336866923 20.20535070140281
|
||||
643.7759231159138 20.125210420841686
|
||||
645.6283745493226 20.045070140280565
|
||||
647.4746887164185 19.964929859719444
|
||||
649.3148631574383 19.88478957915832
|
||||
651.1488954035487 19.804649298597198
|
||||
652.9767829768102 19.724509018036077
|
||||
654.7985233901377 19.644368737474952
|
||||
656.6141141472626 19.56422845691383
|
||||
658.4235527426952 19.48408817635271
|
||||
660.2268366616846 19.403947895791585
|
||||
662.0239633801801 19.323807615230464
|
||||
663.8149303647915 19.243667334669343
|
||||
665.5997350727489 19.16352705410822
|
||||
667.3783749518619 19.083386773547097
|
||||
669.1508474404794 19.003246492985976
|
||||
670.9171499674477 18.923106212424855
|
||||
672.6772799520687 18.84296593186373
|
||||
674.4312348040572 18.76282565130261
|
||||
676.1790119234986 18.68268537074149
|
||||
677.9206087008047 18.602545090180364
|
||||
679.6560225166695 18.522404809619243
|
||||
681.3852507420253 18.44226452905812
|
||||
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||||
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||||
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|
||||
501
ELoss/Temp test/E_vs_x_proton.dat
Normal file
501
ELoss/Temp test/E_vs_x_proton.dat
Normal file
|
|
@ -0,0 +1,501 @@
|
|||
Distance_cm Energy_MeV
|
||||
-0.0 20.0
|
||||
12.004960341817172 19.95993987975952
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||||
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||||
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||||
3098.269477012478 3.575350701402805
|
||||
3101.074071400087 3.5352905811623243
|
||||
3103.853563184408 3.495230460921843
|
||||
3106.6079205781925 3.455170340681362
|
||||
3109.3371112565665 3.4151102204408814
|
||||
3112.0411023393444 3.3750501002004003
|
||||
3114.719860372463 3.334989979959919
|
||||
3117.3733513084767 3.2949298597194385
|
||||
3120.001540486058 3.2548697394789574
|
||||
3122.604392608425 3.2148096192384763
|
||||
3125.181871720631 3.1747494989979956
|
||||
3127.733941185635 3.1346893787575145
|
||||
3130.2605636590615 3.094629258517034
|
||||
3132.761701062565 3.0545691382765527
|
||||
3135.2373145556885 3.0145090180360716
|
||||
3137.6873645061128 2.974448897795591
|
||||
3140.1118104581683 2.93438877755511
|
||||
3142.5106110994843 2.8943286573146287
|
||||
3144.883724225627 2.854268537074148
|
||||
3147.2311067025703 2.814208416833667
|
||||
3149.552714426832 2.774148296593186
|
||||
3151.848502283076 2.734088176352705
|
||||
3154.1184240989833 2.694028056112224
|
||||
3156.3624325971628 2.653967935871743
|
||||
3158.5804793438456 2.6139078156312623
|
||||
3160.772514694097 2.573847695390781
|
||||
3162.938487733234 2.5337875751503
|
||||
3165.078346214121 2.4937274549098194
|
||||
3167.192036489969 2.4536673346693383
|
||||
3169.2795034422275 2.413607214428857
|
||||
3171.3406904031267 2.3735470941883765
|
||||
3173.3755390723504 2.3334869739478954
|
||||
3175.3839894272974 2.2934268537074143
|
||||
3177.3659796262973 2.2533667334669336
|
||||
3179.321445904103 2.2133066132264525
|
||||
3181.2503224588754 2.1732464929859714
|
||||
3183.1525413298145 2.1331863727454907
|
||||
3185.0280322644658 2.0931262525050096
|
||||
3186.8767225746346 2.0530661322645285
|
||||
3188.698536979705 2.013006012024048
|
||||
3190.493397436011 1.972945891783567
|
||||
3192.2612229507567 1.932885771543086
|
||||
3194.0019293787764 1.8928256513026052
|
||||
3195.715429200238 1.852765531062124
|
||||
3197.4016312771373 1.8127054108216432
|
||||
3199.0604405861745 1.7726452905811623
|
||||
3200.691757925294 1.7325851703406812
|
||||
3202.2954795908404 1.6925250501002003
|
||||
3203.8714970218916 1.6524649298597194
|
||||
3205.4196964079156 1.6124048096192383
|
||||
3206.939958255419 1.5723446893787574
|
||||
3208.4321569087438 1.5322845691382765
|
||||
3209.8961600196076 1.4922244488977956
|
||||
3211.331827959366 1.4521643286573145
|
||||
3212.739013167362 1.4121042084168336
|
||||
3214.1175594280726 1.3720440881763527
|
||||
3215.4673010691545 1.3319839679358716
|
||||
3216.7880620719543 1.2919238476953907
|
||||
3218.0796550856808 1.2518637274549098
|
||||
3219.341880336359 1.2118036072144287
|
||||
3220.5745244220984 1.1717434869739478
|
||||
3221.777358987393 1.131683366733467
|
||||
3222.950139271537 1.0916232464929858
|
||||
3224.0926025304434 1.051563126252505
|
||||
3225.204466338055 1.011503006012024
|
||||
3226.285426784458 0.971442885771543
|
||||
3227.335156604663 0.931382765531062
|
||||
3228.353303297527 0.8913226452905811
|
||||
3229.339487332344 0.8512625250501001
|
||||
3230.2933005968616 0.8112024048096191
|
||||
3231.214305322723 0.7711422845691382
|
||||
3232.1020338436997 0.7310821643286572
|
||||
3232.9559897137706 0.6910220440881764
|
||||
3233.7756509569062 0.6509619238476954
|
||||
3234.5604765658722 0.6109018036072144
|
||||
3235.30991784901 0.5708416833667335
|
||||
3236.0234368864194 0.5307815631262525
|
||||
3236.7005352545007 0.4907214428857715
|
||||
3237.340797377451 0.4506613226452906
|
||||
3237.9439544585052 0.4106012024048096
|
||||
3238.509977099474 0.37054108216432863
|
||||
3239.039207832505 0.3304809619238477
|
||||
3239.532549955435 0.29042084168336674
|
||||
3239.9917393995006 0.25036072144288574
|
||||
3240.419750968563 0.2103006012024048
|
||||
3240.821457352705 0.17024048096192385
|
||||
3241.204868151086 0.13018036072144287
|
||||
3241.5840701519737 0.09012024048096191
|
||||
3241.989400353421 0.05006012024048096
|
||||
3242.5361575547254 0.01
|
||||
Loading…
Reference in New Issue
Block a user