Machine Learning

Online Characterization of Mixed Plastic Waste Using Machine Learning and Mid-Infrared Spectroscopy
To recycle the mixed plastic wastes (MPW), it is important to obtain the compositional information online in real time. We present a …
Fei Long, Shengli Jiang, Adeyinka Gbenga Adekunle, Victor M Zavala, Ezra Bar-Ziv
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Online Characterization of Mixed Plastic Waste Using Machine Learning and Mid-Infrared Spectroscopy
Accurate Characterization of Mixed Plastic Waste Using Machine Learning and Fast Infrared Spectroscopy
We present a combination of convolutional neural network (CNN) framework and fast MIR (mid-infrared spectroscopy) for classifying …
Stas Zinchik, Shengli Jiang, Soren Friis, Fei Long, Lasse Hogstedt, Victor M Zavala, Ezra Bar-Ziv
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Accurate Characterization of Mixed Plastic Waste Using Machine Learning and Fast Infrared Spectroscopy
Using ATR-FTIR spectra and convolutional neural networks for characterizing mixed plastic waste
We present a convolutional neural network (CNN) framework for classifying different types of plastic materials that are commonly found …
Shengli Jiang, Xu Zhuo, Medhavi Kamran, Stas Zinchik, Sidike Paheding, Armando G McDonald, Ezra Bar-Ziv, Victor M Zavala
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Using ATR-FTIR spectra and convolutional neural networks for characterizing mixed plastic waste