id string | material_system string | dpa_dose int64 | void_swelling_percent float64 | dimensional_stability_ratio float64 | temperature_c int64 | acoustic_coherence float64 | radiation_coherence_score float64 | structural_risk_flag int64 | service_horizon_cycles int64 | critical_region string | mitigation_strategy string | notes string | constraints string | gold_check string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
RAD-001 | ODS-steel | 12 | 0.8 | 0.96 | 420 | 0.88 | 0.87 | 0 | 520 | none | monitor only | Stable regime | Under 300 words | coherence+risk+horizon |
RAD-002 | zircaloy | 34 | 2.1 | 0.82 | 360 | 0.71 | 0.68 | 1 | 120 | fuel cladding | reduce load | Swelling rising | Under 300 words | coherence+risk+horizon |
RAD-003 | SiC-composite | 28 | 1.7 | 0.85 | 500 | 0.76 | 0.74 | 0 | 240 | mid layer | thermal adjust | Stable trending | Under 300 words | coherence+risk+horizon |
RAD-004 | stainless-steel | 48 | 3.9 | 0.62 | 390 | 0.52 | 0.55 | 1 | 60 | core zone | anneal cycle | High risk | Under 300 words | coherence+risk+horizon |
RAD-005 | HT9-steel | 22 | 1.3 | 0.9 | 410 | 0.82 | 0.81 | 0 | 360 | none | monitor only | Healthy coupling | Under 300 words | coherence+risk+horizon |
RAD-006 | nickel-alloy | 57 | 5.2 | 0.48 | 440 | 0.38 | 0.43 | 1 | 25 | pressure boundary | replace section | Critical drift | Under 300 words | coherence+risk+horizon |
What this dataset tests
Whether a system can detect coherence loss between
radiation dose void swelling dimensional stability
before structural failure.
Failure is not driven by dose alone. It begins when predictive relationships collapse.
Required outputs
radiation_coherence_score
swelling_divergence_rate
structural_risk_flag
service_horizon_cycles
critical_region
mitigation_strategy
Use case
Reactor materials fusion materials space radiation structures
Predict swelling-driven instability before distortion becomes irreversible.
- Downloads last month
- 9