What this dataset tests
Whether a system can detectnon-linear precursor signaturesbefore a tyre phase transition.
Focus
Topology changepattern recognitionlap-ahead warning
Required outputs
precursor pattern type
phase transition probability
laps to instability
thermal runaway risk
cliff likelihood score
All scores0 to 1
Lower lapsmeans closer to cliff.
This dataset rewardsearly, structurally grounded warnings.
