ClarusC64/fusion-hybrid-spallation-beam-target-coherence-baseline-mapping-v0.1
What this dataset tests Whether a model can estimate baseline coherence between proton beam behavior and spallation target response in hybrid nuclear systems. Core concept In accelerator-driven systems, catastrophic target damage is preceded by a subtle loss of predictive coupling between: beam profilebeam timingthermal gradientscoolant stabilityneutron yield This dataset defines the healthy manifold. Required output coherence_score0–1 estimate of… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/fusion-hybrid-spallation-beam-target-coherence-baseline-mapping-v0.1.
What this dataset tests
Whether a model can estimate baseline coherence between proton beam behavior and spallation target response in hybrid nuclear systems.
Core concept
In accelerator-driven systems, catastrophic target damage is preceded by a subtle loss of predictive coupling between:
beam profile beam timing thermal gradients coolant stability neutron yield
This dataset defines the healthy manifold.
Required output
coherence_score 0–1 estimate of beam-target coupling integrity
Why it matters
Target failure does not start with a temperature alarm. It starts when beam and target stop predicting each other.
This dataset establishes the baseline state required for all later drift and failure-horizon detection sets.