Gas Sensor

Scalable Extraction of Information from Spatio-Temporal Patterns of Chemoresponsive Liquid Crystals Using Topological Data Analysis
Chemoresponsive liquid crystals (LCs) can be engineered to generate information-rich optical responses upon exposure to gas …
Shengli Jiang, Nanqi Bao, Alexander D Smith, Shraddha Byndoor, Reid C Van Lehn, Manos Mavrikakis, Nicholas L Abbott, Victor M Zavala
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Scalable Extraction of Information from Spatio-Temporal Patterns of Chemoresponsive Liquid Crystals Using Topological Data Analysis
Sensing Gas Mixtures by Analyzing the Spatiotemporal Optical Responses of Liquid Crystals Using 3D Convolutional Neural Networks
We report how analysis of the spatial and temporal optical responses of liquid crystal (LC) films to targeted gases, when performed …
Nanqi Bao, Shengli Jiang, Alexander D Smith, James J Schauer, Manos Mavrikakis, Reid C Van Lehn, Victor M Zavala, Nicholas L Abbott
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Sensing Gas Mixtures by Analyzing the Spatiotemporal Optical Responses of Liquid Crystals Using 3D Convolutional Neural Networks