Liquid Crystal

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
PDF Cite Code
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
PDF Cite
Sensing Gas Mixtures by Analyzing the Spatiotemporal Optical Responses of Liquid Crystals Using 3D Convolutional Neural Networks
Using machine learning and liquid crystal droplets to identify and quantify endotoxins from different bacterial species
Detection and quantification of bacterial endotoxins is important in a range of health-related contexts, including during …
Shengli Jiang, JungHyun Noh, Chulsoon Park, Alexander D Smith, Nicholas L Abbott, Victor M Zavala
PDF Cite
Using machine learning and liquid crystal droplets to identify and quantify endotoxins from different bacterial species