2022
DOI: 10.1021/acs.jpca.2c03254
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Experimental and Theoretical Study of Oxolan-3-one Thermal Decomposition

Abstract: The thermal decomposition of oxolan-3-one, a common component of the bio-oil formed during biomass pyrolysis, has been studied using ab initio calculations and experiments employing pulsed gas-phase pyrolysis with matrix-isolation FTIR product detection. Four pathways for unimolecular decomposition were predicted using computational methods. The dominant reaction channel led to carbon monoxide, formaldehyde, and ethylene, all of which were observed experimentally. The other channels led to an assortment of pro… Show more

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Cited by 5 publications
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“…Finally, with the increasing amount of high-level quantum chemical data for OMEs and OME-derived species becoming available in the literature, ,,,, it would be interesting to compare the estimation methods developed in this work with novel methods, such as machine learning. The performance of kinetic group additivity, which can be seen as a simplified version of machine learning, indicates the potential of machine learning tools such as deep learning.…”
Section: Results and Discussionmentioning
confidence: 99%
“…Finally, with the increasing amount of high-level quantum chemical data for OMEs and OME-derived species becoming available in the literature, ,,,, it would be interesting to compare the estimation methods developed in this work with novel methods, such as machine learning. The performance of kinetic group additivity, which can be seen as a simplified version of machine learning, indicates the potential of machine learning tools such as deep learning.…”
Section: Results and Discussionmentioning
confidence: 99%