Prognostic Validation of a Neural Network Unified Physics Parameterization-Reference-Cited by-同舟云学术

Prognostic Validation of a Neural Network Unified Physics Parameterization

Published:2018-06-22 Issue:12 Volume:45 Page:6289-6298
ISSN:0094-8276
Container-title:Geophysical Research Letters
language:en
Short-container-title:Geophys. Res. Lett.

Author:

Brenowitz N. D.¹^ORCID,Bretherton C. S.¹^ORCID

Affiliation:

1. Department of Atmospheric Sciences University of Washington Seattle WA USA

Funder

Washington Research Foundation

Gordon and Betty Moore Foundation

Alfred P. Sloan Foundation

U.S. Department of Energy

Publisher

American Geophysical Union (AGU)

Subject

General Earth and Planetary Sciences,Geophysics

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1029/2018GL078510

Reference29 articles.

1. The Cumulus Parameterization Problem: Past, Present, and Future

2. Interaction of a Cumulus Cloud Ensemble with the Large-Scale Environment, Part I

3. A new convective adjustment scheme. Part I: Observational and theoretical basis

4. A new convective adjustment scheme. Part II: Single column tests using GATE wave, BOMEX, ATEX and arctic air-mass data sets

5. Brenowitz N. D.(2018).Coarse‐grained outputs from near‐global aqua‐planet control run with QOBS SST (Version v0.1) [Data set]. Zenodo.https://doi.org/10.5281/zenodo.1226370

Cited by 215 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Learning about structural errors in models of complex dynamical systems;Journal of Computational Physics;2024-09

2. Weather and climate predicted accurately — without using a supercomputer;Nature;2024-08-13

3. Interpretable Multiscale Machine Learning‐Based Parameterizations of Convection for ICON;Journal of Advances in Modeling Earth Systems;2024-08

4. Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks;Journal of Computational Science;2024-07

5. Regression Forest Approaches to Gravity Wave Parameterization for Climate Projection;Journal of Advances in Modeling Earth Systems;2024-07