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Machine learning and deep learning enabled fuel sooting tendency prediction from molecular structure

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Soot formation models become increasingly important in advanced renewable fuels formulation for soot reduction benefit. This work evaluates performance of machine learning (ML) and deep learning (DL) to predict yield sooting index (YSI) from chemical structure... ...