ChemNODE, a physics-constrained autoencoder-NeuralODE framework that emulates stiff methane combustion kinetics with 6x to ...

The catalytic combustion of methane hinges on the ability of a solid catalyst to activate the robust C–H bond and facilitate complete oxidation at temperatures well below those required for thermal ...

April 21, 2023 — Combustion, the complex chemical reaction made possible by igniting a mixture of fuel and oxygen to produce heat and light, serves as the nation’s primary source of power generation ...

This module connects ideas across topics in a first semester introductory chemistry course to explore the impacts of combustion reactions. By motivating students to understand the relationship between ...