Datasets:
id stringclasses 6
values | track_segment stringclasses 6
values | aero_sensor_summary stringclasses 6
values | surface_zone_pressures stringclasses 5
values | flow_structure_notes stringclasses 6
values | platform_coherence_score float64 0.58 0.92 | zone_pressure_asymmetry_index float64 0.1 0.44 | vortex_system_integrity_flags stringclasses 6
values | localized_collapse_zones stringclasses 5
values | balance_shift_risk_score float64 0.15 0.71 | notes stringclasses 6
values | constraints stringclasses 1
value | gold_checklist stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
APCM-001 | Turn 1 high-speed | stable total DF; coherent floor | floor_L=stable;floor_R=stable;diffuser=stable;front_wing=stable | vortex_ok | 0.9 | 0.12 | floor_vortex_ok;diffuser_ok;fw_ok | none | 0.18 | Healthy platform | Aero sensors only. | scores+zones |
APCM-002 | Turn 9 fast corner | total DF ok; right floor drop | floor_L=stable;floor_R=drop;diffuser=stable;front_wing=stable | right_floor_vortex_break | 0.62 | 0.44 | right_floor_vortex_fail;diffuser_ok;fw_ok | floor_right | 0.71 | Explains sudden oversteer | Aero sensors only. | scores+zones |
APCM-003 | Dirty air sequence | overall DF noisy; rear unstable | floor_L=wave;floor_R=wave;diffuser=unstable;front_wing=stable | diffuser_separation_risk | 0.58 | 0.36 | diffuser_fragile;rear_vortex_weak;fw_ok | diffuser_rear | 0.68 | Turbulence fragmentation | Aero sensors only. | scores+zones |
APCM-004 | Kerb strike exit | brief collapse then recover | floor_L=stable;floor_R=spike_then_drop;diffuser=drop;front_wing=stable | transient_detach_then_attach | 0.66 | 0.39 | floor_vortex_transient;diffuser_transient;fw_ok | floor_right;diffuser | 0.64 | Transient instability | Aero sensors only. | scores+zones |
APCM-005 | Long straight | high coherence; low asymmetry | floor_L=stable;floor_R=stable;diffuser=stable;front_wing=stable | steady_state | 0.92 | 0.1 | all_ok | none | 0.15 | Stable baseline | Aero sensors only. | scores+zones |
APCM-006 | Slow corner | front platform weak; rear ok | floor_L=stable;floor_R=stable;diffuser=stable;front_wing=low_load | front_stall_hint | 0.74 | 0.22 | fw_stall_hint;floor_ok;diffuser_ok | front_wing | 0.46 | Understeer risk | Aero sensors only. | scores+zones |
What this dataset tests
Whether a system can detect
localized aero coherence loss
from pressure sensor fields.
Focus
Platform coherence
zone asymmetry
vortex integrity
localized collapse zones
balance shift risk
Required outputs
- platform coherence score
- zone pressure asymmetry index
- vortex system integrity flags
- localized collapse zones
- balance shift risk score
All scores
0 to 1
Higher coherence
means unified platform.
Higher asymmetry and balance risk
mean localized collapse is likely.
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