ClarusC64/aviation-propulsion-aerodynamics-coherence-baseline-v0.1
What this dataset tests Whether a system can model the normal coupling between propulsion parameters and aerodynamic state. The signal is relationship shape and lag not threshold breaches. Required outputs coupling_coherence_index baseline_correlation_matrix phase_alignment_score stability_envelope lag_profile baseline_confidence Scoring conventions all scores range 0 to 1 stability envelope is a low-high interval lag profile describes expected response delays in seconds… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/aviation-propulsion-aerodynamics-coherence-baseline-v0.1.
What this dataset tests
Whether a system can model the normal coupling between propulsion parameters and aerodynamic state.
The signal is relationship shape and lag not threshold breaches.
Required outputs
- couplingcoherenceindex
- baselinecorrelationmatrix
- phasealignmentscore
- stability_envelope
- lag_profile
- baseline_confidence
Scoring conventions
- all scores range 0 to 1
- stability envelope is a low-high interval
- lag profile describes expected response delays in seconds
- correlation matrix is a compact cross-system summary
Use case
Layer one of Propulsion–Aerodynamics Coupling Decoherence Signatures.
Supports:
- precursor detection via coupling drift
- early warning before engine alarms
- context-aware stability envelopes by flight phase