Datasets:

ClarusC64
/

smart-material-stimulus-response-coherence-baseline-mapping-v0.1

id stringclasses 6 values	material_type stringclasses 3 values	stimulus_type stringclasses 3 values	stimulus_profile stringclasses 6 values	response_measure stringclasses 6 values	cycle_count int64 60 420	baseline_coherence_score float64 0.87 0.94	response_latency_profile stringclasses 6 values	stimulus_response_gain float64 0.79 0.9	variability_index float64 0.04 0.09	expected_cycle_lifetime int64 1.3k 10k	notes stringclasses 6 values	constraints stringclasses 1 value	gold_checklist stringclasses 1 value
SMC-001	shape memory alloy	thermal	40-80C cycle	strain recovery	120	0.93	0.8s	0.88	0.05	5,000	stable early cycles	predict baseline only	baseline+latency+gain
SMC-002	shape memory alloy	thermal	45-90C cycle	recovery force	200	0.91	1.0s	0.84	0.06	4,800	consistent transformation	predict baseline only	baseline+latency+gain
SMC-003	self-healing polymer	mechanical	microcrack event	strength recovery	60	0.89	2.5s	0.81	0.07	1,500	healing intact	predict baseline only	baseline+latency+gain
SMC-004	self-healing polymer	mechanical	repeat fracture	healing efficiency	90	0.87	3.0s	0.79	0.09	1,300	capsule release stable	predict baseline only	baseline+latency+gain
SMC-005	electrochromic	voltage	1.5V step	optical transmission	300	0.94	0.6s	0.9	0.04	10,000	switching stable	predict baseline only	baseline+latency+gain
SMC-006	electrochromic	voltage	2.0V ramp	color fidelity	420	0.92	0.7s	0.86	0.05	9,200	uniform switching	predict baseline only	baseline+latency+gain