ClarusC64/materials-ceramic-embrittlement-coherence-mapping-v0.1
What this dataset tests Whether a system can detect loss of structural coherence between oxidation growth microcrack propagation and residual strength before brittle fracture occurs. This is not temperature threshold detection. It is relationship collapse detection. Required outputs embrittlement_coherence_score crack_network_acceleration fracture_risk_flag integrity_horizon_cycles critical_zone stabilization_action Use case Ultra-high-temperature ceramics turbine materials re-entry vehicles… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/materials-ceramic-embrittlement-coherence-mapping-v0.1.
What this dataset tests
Whether a system can detect loss of structural coherence between oxidation growth microcrack propagation and residual strength
before brittle fracture occurs.
This is not temperature threshold detection. It is relationship collapse detection.
Required outputs
embrittlementcoherencescore
cracknetworkacceleration
fractureriskflag
integrityhorizoncycles
critical_zone
stabilization_action
Use case
Ultra-high-temperature ceramics turbine materials re-entry vehicles fusion and hypersonics
Predict failure before catastrophic brittle fracture.