add ski expsoure models
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Andrejh
parent
dadabcbec4
commit
85564c2829
2 changed files with 163 additions and 20 deletions
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@ -17,26 +17,32 @@ from cara.model_scenarios import *
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#composite_plot_pi_vs_viral_load([shared_office_worst_model[1], shared_office_model[1], shared_office_better_model[1]],
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# labels=['No mask &\nwindows closed', 'Baseline', 'Baseline +\nHEPA filter'],
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# colors=['tomato', '#1f77b4', 'limegreen'],
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# title='$P(I|qID)$ vs $vl$ - Shared office scenario',
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# title='Shared office scenario',
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# vl_points=200)
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#composite_plot_pi_vs_viral_load([classroom_model_no_vent[1], classroom_model[1], classroom_model_with_hepa[1], classroom_model_full_open_hepa[1]],
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# labels=['Windows closed', 'Baseline:\n(windows 10min/2h)', 'Baseline:\n(windows 10min/2h)+\nHEPA', 'Multiple windows open +\nHEPA filter'],
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# colors=['tomato','#1f77b4', 'seagreen', 'limegreen'],
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# title='',
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#composite_plot_pi_vs_viral_load([classroom_model_no_vent[1], classroom_model[1], classroom_model_with_hepa[1], classroom_model_full_open_multi[1], classroom_model_full_open_multi_masks[1]],
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# labels=['Windows closed', 'Baseline:(windows 10min/2h)', 'Baseline:(windows 10min/2h)\n+ HEPA', 'Multiple windows open', 'Multiple windows open\n+masks'],
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# colors=['tomato','#1f77b4', 'dodgerblue', 'seagreen', 'limegreen'],
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# title='Classroom scenario',
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# vl_points=200)
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#compare_concentration_curves([classroom_model_no_vent[1], classroom_model[1], classroom_model_with_hepa[1], classroom_model_full_open_hepa[1]],
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# labels=['Windows closed', 'Baseline:(windows 10min/2h)', 'Baseline:(windows 10min/2h) + HEPA', 'Multiple windows open + HEPA filter'],
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composite_plot_pi_vs_viral_load([ski_cabin_model_60[1], ski_cabin_model_30[1], ski_cabin_model_20[1], ski_cabin_model_10[1]],
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labels=['60 min', '30 min', 'Baseline: 20 min', '10 min'],
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colors=['tomato', 'lightsalmon', '#1f77b4', 'limegreen'],
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title='Ski cabin scenario',
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vl_points=200)
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#compare_concentration_curves([classroom_model_no_vent[1], classroom_model[1], classroom_model_with_hepa[1], classroom_model_full_open_multi[1]],
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# labels=['Windows closed', 'Baseline:(windows 10min/2h)', 'Baseline:(windows 10min/2h) + HEPA', 'Multiple windows open'],
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# colors=['tomato','#1f77b4', 'seagreen', 'limegreen'],
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# title='Classroom scenario'
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# )
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compare_concentration_curves([waiting_room_model[1], waiting_room_model_full_summer[1],
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waiting_room_model_full_winter[1], waiting_room_model_periodic_winter[1]],
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labels=['Baseline:(windows closed)', 'Windows open (summer)', 'Windows open (winter)', 'Windows open 5min/20min (winter)'],
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colors=['#1f77b4', 'darkorange', 'deepskyblue', 'lightskyblue'],
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title='Waiting room scenario'
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)
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#compare_concentration_curves([waiting_room_model[1], waiting_room_model_full_summer[1],
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# waiting_room_model_full_winter[1], waiting_room_model_periodic_winter[1]],
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# labels=['Baseline:(windows closed)', 'Windows open (summer)', 'Windows open (winter)', 'Windows open 5min/20min (winter)'],
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# colors=['#1f77b4', 'darkorange', 'deepskyblue', 'lightskyblue'],
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# title='Waiting room scenario'
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# )
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#plot_pi_vs_viral_load([shared_office_model[1]], labels=['Baseline'],title='')
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@ -311,7 +311,7 @@ classroom_model_with_hepa = [MCExposureModel(
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)
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)for qid in (100, 60)]
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classroom_model_full_open_hepa = [MCExposureModel(
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classroom_model_full_open_multi = [MCExposureModel(
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concentration_model=MCConcentrationModel(
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room=models.Room(volume=160),
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ventilation=models.MultipleVentilation(
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@ -323,7 +323,7 @@ classroom_model_full_open_hepa = [MCExposureModel(
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window_height=1.6, opening_length=4*0.6,
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),
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models.HEPAFilter(active=models.PeriodicInterval(period=120, duration=120),
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q_air_mech=800)
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q_air_mech=0)
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)
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),
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infected=MCInfectedPopulation(
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@ -344,6 +344,39 @@ classroom_model_full_open_hepa = [MCExposureModel(
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)
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)for qid in (100, 60)]
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classroom_model_full_open_multi_masks = [MCExposureModel(
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concentration_model=MCConcentrationModel(
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room=models.Room(volume=160),
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ventilation=models.MultipleVentilation(
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ventilations=(
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models.SlidingWindow(
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active=models.PeriodicInterval(period=120, duration=120),
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inside_temp=models.PiecewiseConstant((0, 24), (293,)),
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outside_temp=models.PiecewiseConstant((0, 24), (283,)),
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window_height=1.6, opening_length=4*0.6,
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),
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models.HEPAFilter(active=models.PeriodicInterval(period=120, duration=120),
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q_air_mech=0)
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)
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),
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infected=MCInfectedPopulation(
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number=1,
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presence=models.SpecificInterval(((0, 2), (2.5, 4), (5, 7), (7.5, 9))),
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masked=True,
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virus=MCVirus(halflife=1.1, qID=qid),
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expiratory_activity=2,
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samples=200000,
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breathing_category=3,
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)
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),
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exposed=models.Population(
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number=19,
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presence=models.SpecificInterval(((0, 2), (2.5, 4), (5, 7), (7.5, 9))),
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activity=models.Activity.types['Seated'],
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mask=models.Mask.types['Type I']
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)
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)for qid in (100, 60)]
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######### Shared office exposure models ###########
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shared_office_model = [MCExposureModel(
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concentration_model=MCConcentrationModel(
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@ -434,7 +467,7 @@ shared_office_better_model = [MCExposureModel(
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) for qid in (100, 60)]
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######### Ski cabine exposure models ###########
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ski_cabin_model = [MCExposureModel(
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ski_cabin_model_20 = [MCExposureModel(
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concentration_model=MCConcentrationModel(
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room=models.Room(volume=10),
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ventilation=models.HVACMechanical(
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@ -443,7 +476,7 @@ ski_cabin_model = [MCExposureModel(
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),
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infected=MCInfectedPopulation(
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number=1,
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presence=models.SpecificInterval(((0, 0.33),)),
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presence=models.SpecificInterval(((0, 20/60),)),
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masked=True,
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virus=MCVirus(halflife=1.1, qID=qid),
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expiratory_activity=2,
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@ -454,7 +487,111 @@ ski_cabin_model = [MCExposureModel(
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),
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exposed=models.Population(
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number=3,
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presence=models.SpecificInterval(((0, 0.33),)),
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presence=models.SpecificInterval(((0, 20/60),)),
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activity=models.Activity.types['Moderate activity'],
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mask=models.Mask.types['Type I']
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)
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)for qid in (100, 60)]
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ski_cabin_model_10 = [MCExposureModel(
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concentration_model=MCConcentrationModel(
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room=models.Room(volume=10),
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ventilation=models.HVACMechanical(
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active=models.PeriodicInterval(period=120, duration=120),
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q_air_mech=0.,
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),
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infected=MCInfectedPopulation(
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number=1,
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presence=models.SpecificInterval(((0, 10/60),)),
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masked=True,
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virus=MCVirus(halflife=1.1, qID=qid),
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expiratory_activity=2,
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samples=200000,
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breathing_category=4,
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expiratory_activity_weights=(0.7, 0.3, 0)
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)
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),
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exposed=models.Population(
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number=3,
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presence=models.SpecificInterval(((0, 10/60),)),
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activity=models.Activity.types['Moderate activity'],
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mask=models.Mask.types['Type I']
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)
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)for qid in (100, 60)]
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ski_cabin_model_25 = [MCExposureModel(
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concentration_model=MCConcentrationModel(
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room=models.Room(volume=10),
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ventilation=models.HVACMechanical(
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active=models.PeriodicInterval(period=120, duration=120),
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q_air_mech=0.,
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),
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infected=MCInfectedPopulation(
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number=1,
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presence=models.SpecificInterval(((0, 25/60),)),
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masked=True,
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virus=MCVirus(halflife=1.1, qID=qid),
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expiratory_activity=2,
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samples=200000,
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breathing_category=4,
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expiratory_activity_weights=(0.7, 0.3, 0)
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)
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),
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exposed=models.Population(
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number=3,
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presence=models.SpecificInterval(((0, 25/60),)),
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activity=models.Activity.types['Moderate activity'],
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mask=models.Mask.types['Type I']
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)
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)for qid in (100, 60)]
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ski_cabin_model_30 = [MCExposureModel(
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concentration_model=MCConcentrationModel(
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room=models.Room(volume=10),
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ventilation=models.HVACMechanical(
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active=models.PeriodicInterval(period=120, duration=120),
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q_air_mech=0.,
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),
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infected=MCInfectedPopulation(
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number=1,
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presence=models.SpecificInterval(((0, 30/60),)),
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masked=True,
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virus=MCVirus(halflife=1.1, qID=qid),
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expiratory_activity=2,
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samples=200000,
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breathing_category=4,
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expiratory_activity_weights=(0.7, 0.3, 0)
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)
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),
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exposed=models.Population(
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number=3,
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presence=models.SpecificInterval(((0, 30/60),)),
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activity=models.Activity.types['Moderate activity'],
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mask=models.Mask.types['Type I']
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)
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)for qid in (100, 60)]
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ski_cabin_model_60 = [MCExposureModel(
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concentration_model=MCConcentrationModel(
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room=models.Room(volume=10),
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ventilation=models.HVACMechanical(
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active=models.PeriodicInterval(period=120, duration=120),
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q_air_mech=0.,
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),
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infected=MCInfectedPopulation(
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number=1,
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presence=models.SpecificInterval(((0, 1),)),
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masked=True,
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virus=MCVirus(halflife=1.1, qID=qid),
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expiratory_activity=2,
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samples=200000,
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breathing_category=4,
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expiratory_activity_weights=(0.7, 0.3, 0)
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)
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),
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exposed=models.Population(
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number=3,
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presence=models.SpecificInterval(((0, 1),)),
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activity=models.Activity.types['Moderate activity'],
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mask=models.Mask.types['Type I']
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)
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@ -555,7 +692,7 @@ waiting_room_model_full_summer = [MCExposureModel(
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number=1,
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presence=models.SpecificInterval(((0, 2),)),
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masked=False,
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virus=MCVirus(halflife=3.8, qID=qid),
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virus=MCVirus(halflife=1.1, qID=qid),
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expiratory_activity=4,
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samples=200000,
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breathing_category=1,
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@ -611,7 +748,7 @@ waiting_room_model_periodic_summer = [MCExposureModel(
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number=1,
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presence=models.SpecificInterval(((0, 2),)),
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masked=False,
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virus=MCVirus(halflife=3.8, qID=qid),
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virus=MCVirus(halflife=1.1, qID=qid),
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expiratory_activity=4,
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samples=200000,
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breathing_category=1,
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