Mediator-Free Multiple Solution Identification and Sensing Through Diverse-Structure Microwave Resonator Units - Song, Yi-Ran; Liang, Jun-Ge; Wu, Jia-Kang; Lin, Song; Wu, En-Kang; Qiang, Tian; Ding, Xu-Min; Gu, Xiao-Feng; Wang, Cong (IEEE transactions on instrumentation and measurement, 2025)
Keywords: Algorithms; Capacitance; Ethanol; Mediator free; Microfluidics; Microwave circuits; Microwave integrated circuits; microwave resonator array; Microwave sensors; multisolution detection; neural network; Neural networks; Parameter sensitivity; Potassium chloride; Principal component analysis; principal component analysis (PCA); Principal components analysis; Resonant frequency; Resonators; Rings (mathematics); Sensitivity; Sensor arrays; Sensors