---
language:
  - en
license: mit
pretty_name: Pilot–Vehicle Loop Coherence State Estimation v0.1
dataset_name: aviation-pilot-vehicle-loop-coherence-state-estimation-v0.1
tags:
  - clarusc64
  - aviation
  - flight-safety
  - human-machine
  - control-loop
task_categories:
  - tabular-regression
  - tabular-classification
size_categories:
  - n<1K
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train.csv
      - split: test
        path: data/test.csv
---

What this dataset tests

Whether a system can estimate the coherence  
of the pilot–aircraft control loop  
during abnormal phases.

Key insight  
Loss of control begins  
with loop misalignment  
before any hard limits are exceeded.

Required outputs

- loop_coherence_index  
- resonance_stability_band  
- control_lag_profile  
- correction_efficiency_score  
- baseline_deviation  

Use case

Layer one of Pilot–Vehicle Loop Coherence Under Stress.  
Feeds attribution and adaptive intervention systems.