Predictive Modeling of Yield Sooting Index Using Machine Learning with Uncertainty Estimation This study explores the development of two predictive models for the yield sooting index (YSI) of various fuels using the advanced capabilities of machine learning (ML), particularly multilayer percep...

Hosni et al. used alvaDesc to develop ML models predicting Yield Sooting Index (YSI) of hydrocarbons, with uncertainty estimation. A QSPR approach applied to combustion chemistry. doi.org/10.1021/acso...

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