Update README.md

README.md

@@ -1,3 +1,62 @@
----
-license: mit
----
+---
+language:
+  - en
+license: mit
+pretty_name: Aviation Flight Control Phase-Space Baseline Modeling v0.1
+dataset_name: aviation-flight-control-phase-space-baseline-modeling-v0.1
+tags:
+  - clarusc64
+  - aviation
+  - flight-control
+  - fly-by-wire
+  - predictive-maintenance
+  - coherence
+task_categories:
+  - tabular-regression
+  - time-series-forecasting
+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 model the normal control phase-space attractor
+for fly-by-wire surface channels.
+
+The target is phase-space geometry:
+dispersion
+hysteresis
+overshoot
+lag
+energy efficiency.
+
+Required outputs
+
+- phase_space_coherence_index  
+- baseline_dispersion_envelope  
+- command_response_lag_profile  
+- control_energy_efficiency  
+- baseline_confidence  
+
+Scoring conventions
+
+- indices range 0 to 1  
+- dispersion envelope is a low-high interval  
+- lag profile is p50 and p95 in milliseconds  
+- energy efficiency is a compact proxy for wasted actuator effort  
+
+Use case
+
+Layer one of Flight Control System Phase-Space Integrity Map.
+
+Supports:
+- early wear detection by attractor widening  
+- fleet trend baselines across flight phases  
+- downstream distortion and horizon mapping