Soot inception: Carbonaceous nanoparticle formation in flames
The route by which gas-phase molecules in hydrocarbon flames form condensed-phase
carbonaceous nanoparticles (incipient soot) is reviewed. These products of incomplete …
carbonaceous nanoparticles (incipient soot) is reviewed. These products of incomplete …
Exploring soot inception rate with stochastic modelling and machine learning
A diverse range of polycyclic aromatic compounds (PACs) is thought to exist in flame
environments before and during soot inception. This work seeks to develop a machine …
environments before and during soot inception. This work seeks to develop a machine …
Predicting aggregation rates of polycyclic aromatics through machine learning
The transition of gas-phase polycyclic aromatic compounds (PACs) into mature soot
particles stands as a critical stage in the process of soot formation. However, formulating an …
particles stands as a critical stage in the process of soot formation. However, formulating an …
A machine learning framework to predict the aggregation of polycyclic aromatic compounds
The physical aggregation of polycyclic aromatic compounds (PACs) is a key step in soot
inception. In this work, we set out to elucidate which molecular properties of PACs influence …
inception. In this work, we set out to elucidate which molecular properties of PACs influence …
[PDF][PDF] Exploring soot inception with stochastic modelling, machine learning, and CFD
L Di Liddo - 2022 - rshare.library.torontomu.ca
Luke Di Liddo Master's of Applied Science Graduate Department of Mechanical and
Industrial Engineering Toronto Metropolitan University 2022 Soot particle emissions are …
Industrial Engineering Toronto Metropolitan University 2022 Soot particle emissions are …
A predictive model for the aggregation of polycyclic aromatic compounds
The physical aggregation of polycyclic aromatic compounds (PACs) is a key step in soot
inception. In this work, we set out to elucidate which molecular properties influence the …
inception. In this work, we set out to elucidate which molecular properties influence the …