Towards Consistent Modeling of Atmospheric Chemistry and Dynamics in Exoplanets: Validation and Generalization of Chemical Relaxation Method
Shang-Min Tsai, Daniel Kitzmann, James R. Lyons, Jo\~ao Mendon\c{c}a,, Simon L. Grimm, Kevin Heng

TL;DR
This paper validates and extends the chemical relaxation method for modeling atmospheric chemistry in exoplanets, demonstrating its accuracy and potential for integration into 3D climate models.
Contribution
It generalizes the chemical relaxation approach with pathway analysis, includes additional molecules, and validates the method against full kinetics for exoplanet atmospheres.
Findings
Chemical relaxation is accurate within an order of magnitude for key exoplanet atmospheres.
The method can be integrated into 3D general circulation models.
Pathway analysis identifies key reactions affecting disequilibrium chemistry.
Abstract
Motivated by the work of Cooper & Showman, we revisit the chemical relaxation method, which seeks to enhance the computational efficiency of chemical-kinetics calculations by replacing the chemical network with a handful of independent source/sink terms. Chemical relaxation solves the evolution of the system and can treat disequilibrium chemistry, as the source/sink terms are driven towards chemical equilibrium on a prescribed chemical timescale, but it has surprisingly never been validated. First, we generalize the treatment by forgoing the use of a single chemical timescale, instead developing a pathway analysis tool that allows us to identify the rate-limiting reaction as a function of temperature and pressure. For the interconversion between methane and carbon monoxide and between ammonia, and molecular nitrogen, we identify the key rate-limiting reactions for conditions relevant to…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
