Evolutionary Optimization of the Reduced Gas‐Phase Isoprene Oxidation Mechanism

Evolutionary Optimization of the Reduced Gas‐Phase Isoprene Oxidation Mechanism

Abstract Atmospheric chemistry is highly complex, and significant reductions in the size of the chemical mechanism are required to simulate the atmosphere. One of the bottlenecks in creating reduced models is identifying optimal numerical parameters. This process has been difficult to automate, and...

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Bibliographic Details
Main Authors: Arijit Chakraborty, Forwood Cloud Wiser, Siddhartha Sen, Daniel M. Westervelt, Reese Carter, V. Faye McNeill, Venkat Venkatasubramanian
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2025-05-01
Series:Journal of Advances in Modeling Earth Systems
Subjects:
particle swarm optimization
evolutionary optimization
atmospheric chemical modeling
isoprene
model reduction
Online Access:https://doi.org/10.1029/2024MS004511
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