Conservation laws in a neural network architecture: enforcing the atom balance of a Julia-based photochemical model (v0.2.0)

<p>Models of atmospheric phenomena provide insight into climate, air quality, and meteorology and provide a mechanism for understanding the effect of future emissions scenarios. To accurately represent atmospheric phenomena, these models consume vast quantities of computational resources. Mach...

Full description

Bibliographic Details
Main Authors: P. O. Sturm, A. S. Wexler
Format: Article
Language:English
Published: Copernicus Publications 2022-04-01
Series:Geoscientific Model Development
Online Access:https://gmd.copernicus.org/articles/15/3417/2022/gmd-15-3417-2022.pdf