Datasets:

ClarusC64
/

nanocomposite-reinforcement-matrix-coherence-baseline-mapping-v0.1

id string	material_system string	interfacial_shear_strength int64	acoustic_emission_coherence float64	tensile_modulus_transfer float64	strain_field_alignment float64	thermal_cycle_count int64	coupling_coherence_score float64	debonding_risk_flag int64	failure_horizon_cycles int64	critical_interface_region string	minimal_intervention string	notes string	constraints string	gold_check string
RMCI-001	CNT-epoxy	42	0.82	0.88	0.91	120	0.84	0	500	none	monitor only	Stable interface	Under 300 words	coherence+risk+horizon
RMCI-002	carbon-fiber-epoxy	31	0.66	0.71	0.68	450	0.62	1	80	fiber-matrix boundary	resin toughening	Interface weakening	Under 300 words	coherence+risk+horizon
RMCI-003	glass-fiber-polymer	28	0.58	0.63	0.6	600	0.55	1	40	mid-layer interface	reduce load	Debond onset	Under 300 words	coherence+risk+horizon
RMCI-004	CNT-thermoplastic	39	0.74	0.79	0.83	210	0.76	0	320	none	thermal stabilization	Healthy coupling	Under 300 words	coherence+risk+horizon
RMCI-005	hybrid-fiber-composite	26	0.49	0.52	0.5	720	0.47	1	20	outer ply interface	interface treatment	Critical drift	Under 300 words	coherence+risk+horizon
RMCI-006	aramid-epoxy	34	0.7	0.74	0.77	300	0.72	0	260	localized edge	bond reinforcement	Localized stress	Under 300 words	coherence+risk+horizon

What this dataset tests

Whether a system can detect loss of load-transfer coherence between reinforcement and matrix before bulk composite failure.

Focus is interface integrity. Not ultimate fracture.

Required outputs

coupling_coherence_score

debonding_risk_flag

failure_horizon_cycles

critical_interface_region

minimal_intervention

Use case

Predict delamination risk in CNT, fiber, and nano-reinforced composites from multi-signal coherence decay.