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Convolutional Network Analysis of Optical Micrographs for Liquid Crystal Sensors
ArticleAbstract: We provide an in-depth convolutional neural network (CNN) analysis of optical responses of liquid crPalabras claves:Autores:Abbott N.L., Smith A.D., Víctor M. ZavalaFuentes:scopusOrdering Transitions of Liquid Crystals Triggered by Metal Oxide-catalyzed Reactions of Sulfur Oxide Species
ArticleAbstract: Liquid crystals (LCs), when supported on reactive surfaces, undergo changes in ordering that can proPalabras claves:Autores:Abbott N.L., Bao N., Gold J.I., Mavrikakis M., Schauer J.J., Sheavly J.K., Van Lehn R.C., Víctor M. ZavalaFuentes:scopusMachine Learning Algorithms for Liquid Crystal-Based Sensors
ArticleAbstract: We present a machine learning (ML) framework to optimize the specificity and speed of liquid crystalPalabras claves:Automated, chemical sensors, Fast, Liquid crystals, Machine learningAutores:Abbott N.L., Cao Y., Víctor M. Zavala, Yu H.Fuentes:scopusUsing machine learning and liquid crystal droplets to identify and quantify endotoxins from different bacterial species
ArticleAbstract: Detection and quantification of bacterial endotoxins is important in a range of health-related contePalabras claves:Autores:Abbott N.L., Jiang S., Noh J., Park C., Smith A.D., Víctor M. ZavalaFuentes:scopusSensing Gas Mixtures by Analyzing the Spatiotemporal Optical Responses of Liquid Crystals Using 3D Convolutional Neural Networks
ArticleAbstract: We report how analysis of the spatial and temporal optical responses of liquid crystal (LC) films toPalabras claves:Color Features, gas sensor, Liquid crystals, Machine learning, Spatiotemporal patternsAutores:Abbott N.L., Bao N., Jiang S., Mavrikakis M., Schauer J.J., Smith A.D., Van Lehn R.C., Víctor M. ZavalaFuentes:scopus