Machine vision-enabled surface temperature mapping based on thermo-responsive cholesteric liquid crystal elastomer arrays
Haotian Zhao, Jiaqi Cheng, Jianji Wang, Shu Xiao, Nour F. Attia, Mingzhu Liu, Saihua Jiang
Abstract
Combining thermo-responsive cholesteric liquid crystal elastomers (CLCE) with machine vision enables precise temperature mapping. Two machine learning models detect temperature values and distributions for robust material-based monitoring.
Topics & Concepts
Cholesteric liquid crystalElastomerMaterials scienceLiquid crystalSurface (topology)Liquid crystallineComposite materialNanotechnologyOptoelectronicsGeometryMathematicsAdvanced Materials and MechanicsLiquid Crystal Research AdvancementsAdvanced Sensor and Energy Harvesting Materials