Datasets:

ClarusC64
/

fusion-hybrid-subcritical-source-multiplication-coherence-baseline-mapping-v0.1

id string	scenario string	source_strength_stability float64	multiplication_factor_keff float64	power_response_latency_ms int64	flux_symmetry_index float64	control_rod_response_linear float64	coherence_score float64	decoupling_flag int64	notes string
HSC-001	stable_low_power	0.92	0.95	18	0.96	0.94	0.91	0	baseline stable regime
HSC-002	beam_ripple	0.78	0.94	32	0.93	0.88	0.76	0	minor ripple tolerated
HSC-003	source_drift	0.6	0.93	55	0.9	0.8	0.61	1	source drift impacting response
HSC-004	flux_asymmetry	0.85	0.94	25	0.72	0.79	0.66	1	spatial asymmetry emerging
HSC-005	rod_delay	0.88	0.95	42	0.91	0.62	0.64	1	rod response nonlinear
HSC-006	thermal_feedback_shift	0.83	0.96	38	0.89	0.77	0.68	0	thermal shift but coherent
HSC-007	beam_instability	0.55	0.92	70	0.84	0.71	0.52	1	clear decoupling pattern
HSC-008	control_noise	0.74	0.94	33	0.92	0.69	0.63	0	noise without collapse
HSC-009	pre_instability	0.62	0.91	58	0.81	0.66	0.55	1	precursor to instability
HSC-010	stable_high_power	0.93	0.97	20	0.95	0.92	0.93	0	stable high power

What this dataset tests

Whether a system can detect early coherence loss between external neutron source strength and subcritical core multiplication response.

The baseline layer of hybrid reactor stability.

Required outputs

coherence_score decoupling_flag

Use case

Early warning for controllability loss in hybrid nuclear systems. Predict when source-driven multiplication stops responding linearly. Route intervention before instability.

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