An Online-Learned Neural Network Chemical Solver for Stable Long-Term Global Simulations of Atmospheric Chemistry

Makoto M. Kelp, Daniel J. Jacob, Haipeng Lin, Melissa P. Sulprizio

Research output: Contribution to journalArticlepeer-review

24 Citations (Web of Science)
Original languageEnglish
Article numbere2021MS002926
Number of pages16
JournalJournal of Advances in Modeling Earth Systems
Volume14
Issue number6
DOIs
StatePublished - Jun 2022

Keywords

  • Atmospheric chemical mechanism
  • Chemical transport modeling
  • Machine learning
  • Machine learning chemical solver
  • Model emulation
  • Neural network chemical solver

Fingerprint

Dive into the research topics of 'An Online-Learned Neural Network Chemical Solver for Stable Long-Term Global Simulations of Atmospheric Chemistry'. Together they form a unique fingerprint.

Cite this