Data-MC

The data-mc comparisons are performed on level 4. From the years 2012, 2016 und 2020 the first day of each month is processed. This results in a total experimental livetime of \(841.47\,\mathrm{h}\). The rate per run is shown in Fig. 38.

../_images/rate_per_run.pdf

Fig. 38 : Rate per run is shown. The oscillation indicates the seasonal variations.

Energy

Bundle energy at entry

../_images/data_mc_energy_hist_00.png

Fig. 39 : Bundle energy at entry reconstructed by DeepLearningReco_leading_bundle_OC_inputs9_large_log_02.

../_images/data_mc_energy_hist_02.png

Fig. 40 : Bundle energy at entry reconstructed by DeepLearningReco_leading_bundle_OC_inputs9_6ms_large_log_02.

../_images/data_mc_energy_hist_04.png

Fig. 41 : Bundle energy at entry reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_6ms_large_log_02.

../_images/data_mc_energy_hist_08.png

Fig. 42 : Bundle energy at entry reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_large_log_02.

Leading muon energy at entry

../_images/data_mc_energy_hist_01.png

Fig. 43 : Leading muon energy at entry reconstructed by DeepLearningReco_leading_bundle_OC_inputs9_large_log_02.

../_images/data_mc_energy_hist_03.png

Fig. 44 : Leading muon energy at entry reconstructed by DeepLearningReco_leading_bundle_OC_inputs9_6ms_large_log_02.

../_images/data_mc_energy_hist_06.png

Fig. 45 : Leading muon energy at entry reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_6ms_large_log_02.

../_images/data_mc_energy_hist_10.png

Fig. 46 : Leading muon energy at entry reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_large_log_02.

Bundle energy at surface

../_images/data_mc_energy_hist_05.png

Fig. 47 : Bundle energy at surface reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_6ms_large_log_02.

../_images/data_mc_energy_hist_09.png

Fig. 48 : Bundle energy at surface reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_large_log_02.

../_images/data_mc_energy_hist_12.png

Fig. 49 : Bundle energy at surface reconstructed by DeepLearningReco_precut_surface_bundle_energy_3inputs_6ms_01. This network was used to apply the \(200\,\mathrm{TeV}\) bundle energy cut. Hence, all reconstructed energies are above this threshold.

Leading muon energy at surface

../_images/data_mc_energy_hist_07.png

Fig. 50 : Leading muon energy at surface reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_6ms_large_log_02.

../_images/data_mc_energy_hist_11.png

Fig. 51 : Leading muon energy at surface reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_large_log_02.

Energy uncertainty

Bundle energy at entry - uncertainty

../_images/data_mc_energy_hist_log_uncertainty_00.png

Fig. 52 : Uncertainty of bundle energy at entry reconstructed by DeepLearningReco_leading_bundle_OC_inputs9_large_log_02.

../_images/data_mc_energy_hist_log_uncertainty_02.png

Fig. 53 : Uncertainty of bundle energy at entry reconstructed by DeepLearningReco_leading_bundle_OC_inputs9_6ms_large_log_02.

../_images/data_mc_energy_hist_log_uncertainty_04.png

Fig. 54 : Uncertainty of bundle energy at entry reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_6ms_large_log_02.

../_images/data_mc_energy_hist_log_uncertainty_08.png

Fig. 55 : Uncertainty of bundle energy at entry reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_large_log_02.

Leading muon energy at entry - uncertainty

../_images/data_mc_energy_hist_log_uncertainty_01.png

Fig. 56 : Uncertainty of leading muon energy at entry reconstructed by DeepLearningReco_leading_bundle_OC_inputs9_large_log_02.

../_images/data_mc_energy_hist_log_uncertainty_03.png

Fig. 57 : Uncertainty of leading muon energy at entry reconstructed by DeepLearningReco_leading_bundle_OC_inputs9_6ms_large_log_02.

../_images/data_mc_energy_hist_log_uncertainty_06.png

Fig. 58 : Uncertainty of leading muon energy at entry reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_6ms_large_log_02.

../_images/data_mc_energy_hist_log_uncertainty_10.png

Fig. 59 : Uncertainty of leading muon energy at entry reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_large_log_02.

Bundle energy at surface - uncertainty

../_images/data_mc_energy_hist_log_uncertainty_05.png

Fig. 60 : Uncertainty of bundle energy at surface reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_6ms_large_log_02.

../_images/data_mc_energy_hist_log_uncertainty_09.png

Fig. 61 : Uncertainty of bundle energy at surface reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_large_log_02.

../_images/data_mc_energy_hist_log_uncertainty_12.png

Fig. 62 : Uncertainty of bundle energy at surface reconstructed by DeepLearningReco_precut_surface_bundle_energy_3inputs_6ms_01.

Leading muon energy at surface - uncertainty

../_images/data_mc_energy_hist_log_uncertainty_07.png

Fig. 63 : Uncertainty of leading muon energy at surface reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_6ms_large_log_02.

../_images/data_mc_energy_hist_log_uncertainty_11.png

Fig. 64 : Uncertainty of leading muon energy at surface reconstructed by DeepLearningReco_leading_bundle_surface_leading_bundle_energy_OC_inputs9_large_log_02.

Zenith

Cosine zenith

../_images/data_mc_cos_zenith_hist_00.png

Fig. 65 : Cosine zenith reconstructed by DeepLearningReco_direction_9inputs_6ms_medium_02_03.

../_images/data_mc_cos_zenith_hist_01.png

Fig. 66 : Cosine zenith reconstructed by DeepLearningReco_direction_9inputs_uncleaned_medium_02_03.

../_images/data_mc_zenith_combined.png

Fig. 67 : Cosine zenith reconstructed by DeepLearningReco_direction_9inputs_6ms_medium_02_03 for different bundle energy at surface bins applied by DeepLearningReco_precut_surface_bundle_energy_3inputs_6ms_01.

Zenith - uncertainty

Cosine zenith - uncertainty

../_images/data_mc_cos_zenith_hist_uncertainty_00.png

Fig. 68 : Uncertainty of cosine zenith reconstructed by DeepLearningReco_direction_9inputs_6ms_medium_02_03.

../_images/data_mc_cos_zenith_hist_uncertainty_01.png

Fig. 69 : Uncertainty of cosine zenith reconstructed by DeepLearningReco_direction_9inputs_uncleaned_medium_02_03.

Azimuth

../_images/data_mc_azimuth_hist_00.png

Fig. 70 : Azimuth reconstructed by DeepLearningReco_direction_9inputs_6ms_medium_02_03.

../_images/data_mc_azimuth_hist_01.png

Fig. 71 : Azimuth reconstructed by DeepLearningReco_direction_9inputs_uncleaned_medium_02_03.

../_images/data_mc_azimuth_combined.png

Fig. 72 : Azimuth reconstructed by DeepLearningReco_direction_9inputs_6ms_medium_02_03 for different bundle energy at surface bins applied by DeepLearningReco_precut_surface_bundle_energy_3inputs_6ms_01.

Azimuth - uncertainty

../_images/data_mc_azimuth_hist_uncertainty_00.png

Fig. 73 : Uncertainty of azimuth reconstructed by DeepLearningReco_direction_9inputs_6ms_medium_02_03.

../_images/data_mc_azimuth_hist_uncertainty_01.png

Fig. 74 : Uncertainty of azimuth reconstructed by DeepLearningReco_direction_9inputs_uncleaned_medium_02_03.

Center position

Time

../_images/data_mc_center_pos_t_00.png

Fig. 75 : Center time reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_center_pos_t_01.png

Fig. 76 : Center time reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Time - uncertainty

../_images/data_mc_center_pos_t_uncertainty_00.png

Fig. 77 : Uncertainty of center time reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_center_pos_t_uncertainty_01.png

Fig. 78 : Uncertainty of center time reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Position x

../_images/data_mc_center_pos_x_00.png

Fig. 79 : Center position x reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_center_pos_x_01.png

Fig. 80 : Center position x reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Position x - uncertainty

../_images/data_mc_center_pos_x_uncertainty_00.png

Fig. 81 : Uncertainty of center position x reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_center_pos_x_uncertainty_01.png

Fig. 82 : Uncertainty of center position x reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Position y

../_images/data_mc_center_pos_y_00.png

Fig. 83 : Center position y reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_center_pos_y_01.png

Fig. 84 : Center position y reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Position y - uncertainty

../_images/data_mc_center_pos_y_uncertainty_00.png

Fig. 85 : Uncertainty of center position y reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_center_pos_y_uncertainty_01.png

Fig. 86 : Uncertainty of center position y reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Position z

../_images/data_mc_center_pos_z_00.png

Fig. 87 : Center position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_center_pos_z_01.png

Fig. 88 : Center position z reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

../_images/data_mc_center_pos_z_combined_energy.png

Fig. 89 : Center position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01 for different bundle energy at surface bins applied by DeepLearningReco_precut_surface_bundle_energy_3inputs_6ms_01.

../_images/data_mc_center_pos_z_combined_radius.png

Fig. 90 : Center position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01 for different distance to center bins applied by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_center_pos_z_combined.png

Fig. 91 : Center position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01 for different zenith bins applied by DeepLearningReco_direction_9inputs_6ms_medium_02_03.

../_images/data_mc_coincident.pdf

Fig. 92 : Center position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01. Coincident events are chosen by the MC truth information.

Position z - uncertainty

../_images/data_mc_center_pos_z_uncertainty_00.png

Fig. 93 : Uncertainty of center position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_center_pos_z_uncertainty_01.png

Fig. 94 : Uncertainty of center position z reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Entry position

Time

../_images/data_mc_entry_pos_t_00.png

Fig. 95 : Entry time reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_entry_pos_t_01.png

Fig. 96 : Entry time reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Time - uncertainty

../_images/data_mc_entry_pos_t_uncertainty_00.png

Fig. 97 : Uncertainty of entry time reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_entry_pos_t_uncertainty_01.png

Fig. 98 : Uncertainty of entry time reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Position x

../_images/data_mc_entry_pos_x_00.png

Fig. 99 : Entry position x reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_entry_pos_x_01.png

Fig. 100 : Entry position x reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Position x - uncertainty

../_images/data_mc_entry_pos_x_uncertainty_00.png

Fig. 101 : Uncertainty of entry position x reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_entry_pos_x_uncertainty_01.png

Fig. 102 : Uncertainty of entry position x reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Position y

../_images/data_mc_entry_pos_y_00.png

Fig. 103 : Entry position y reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_entry_pos_y_01.png

Fig. 104 : Entry position y reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Position y - uncertainty

../_images/data_mc_entry_pos_y_uncertainty_00.png

Fig. 105 : Uncertainty of entry position y reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_entry_pos_y_uncertainty_01.png

Fig. 106 : Uncertainty of entry position y reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Position z

../_images/data_mc_entry_pos_z_00.png

Fig. 107 : Entry position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_entry_pos_z_01.png

Fig. 108 : Entry position z reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

../_images/data_mc_entry_pos_z_combined_energy.png

Fig. 109 : Entry position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01 for different bundle energy at surface bins applied by DeepLearningReco_precut_surface_bundle_energy_3inputs_6ms_01.

../_images/data_mc_entry_pos_z_combined_radius.png

Fig. 110 : Entry position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01 for different distance to center bins applied by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_entry_pos_z_combined.png

Fig. 111 : Entry position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01 for different zenith bins applied by DeepLearningReco_direction_9inputs_6ms_medium_02_03.

Position z - uncertainty

../_images/data_mc_entry_pos_z_uncertainty_00.png

Fig. 112 : Uncertainty of entry position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_entry_pos_z_uncertainty_01.png

Fig. 113 : Uncertainty of entry position z reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Propagation length

Total propagation length

../_images/data_mc_length_00.png

Fig. 114 : Propagation length reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_length_01.png

Fig. 115 : Propagation length reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Length in detector

../_images/data_mc_length_in_detector_00.png

Fig. 116 : Length in detector reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_length_in_detector_01.png

Fig. 117 : Length in detector reconstructed by DeepLearningReco_track_geometry_9inputs_uncleaned_01.

Systematics

Bundle energy at entry

../_images/data_mc_sys_energy_Absorption.png

Fig. 118 : Absorption effect on bundle energy at entry reconstructed by DeepLearningReco_leading_bundle_OC_inputs9_large_log_02.

../_images/data_mc_sys_energy_AnisotropyScale.png

Fig. 119 : Anisotropy scale effect on bundle energy at entry reconstructed by DeepLearningReco_leading_bundle_OC_inputs9_large_log_02.

../_images/data_mc_sys_energy_DOMEfficiency.png

Fig. 120 : DOM efficiency effect on bundle energy at entry reconstructed by DeepLearningReco_leading_bundle_OC_inputs9_large_log_02.

../_images/data_mc_sys_energy_HoleiceForward_Unified_00.png

Fig. 121 : Hole ice forward unified 00 effect on bundle energy at entry reconstructed by DeepLearningReco_leading_bundle_OC_inputs9_large_log_02.

../_images/data_mc_sys_energy_HoleiceForward_Unified_01.png

Fig. 122 : Hole ice forward unified 01 effect on bundle energy at entry reconstructed by DeepLearningReco_leading_bundle_OC_inputs9_large_log_02.

../_images/data_mc_sys_energy_Scattering.png

Fig. 123 : Scattering effect on bundle energy at entry reconstructed by DeepLearningReco_leading_bundle_OC_inputs9_large_log_02.

Center position z

../_images/data_mc_sys_Absorption.png

Fig. 124 : Absorption effect on center position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_sys_AnisotropyScale.png

Fig. 125 : Anisotropy scale effect on center position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_sys_DOMEfficiency.png

Fig. 126 : DOM efficiency effect on center position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_sys_HoleiceForward_Unified_00.png

Fig. 127 : Hole ice forward unified 00 effect on center position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_sys_HoleiceForward_Unified_01.png

Fig. 128 : Hole ice forward unified 01 effect on center position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.

../_images/data_mc_sys_Scattering.png

Fig. 129 : Scattering effect on center position z reconstructed by DeepLearningReco_track_geometry_9inputs_6ms_medium_01.