Works matching IS 19422466 AND DT 2024 AND VI 16 AND IP 8

Results: 19

Using Machine Learning to Predict Cloud Turbulent Entrainment‐Mixing Processes.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2024MS004225

By:

Gao, Sinan;
Lu, Chunsong;
Zhu, Jiashan;
Li, Yabin;
Liu, Yangang;
Zhao, Binqi;
Hu, Sheng;
Liu, Xiantong;
Lv, Jingjing

Publication type:

Article

Interpretable Multiscale Machine Learning‐Based Parameterizations of Convection for ICON.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2024MS004398

By:

Heuer, Helge;
Schwabe, Mierk;
Gentine, Pierre;
Giorgetta, Marco A.;
Eyring, Veronika

Publication type:

Article

A Constrained Spectral Approximation of Subgrid‐Scale Orography on Unstructured Grids.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2024MS004361

By:

Chew, Ray;
Dolaptchiev, Stamen;
Wedel, Maja‐Sophie;
Achatz, Ulrich

Publication type:

Article

On Energy‐Aware Hybrid Models.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2024MS004306

By:

Shevchenko, Igor;
Crisan, Dan

Publication type:

Article

An ML‐Based P3‐Like Multimodal Two‐Moment Ice Microphysics in the ICON Model.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2023MS004206

By:

Seifert, Axel;
Siewert, Christoph

Publication type:

Article

Advancing Parsimonious Deep Learning Weather Prediction Using the HEALPix Mesh.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2023MS004021

By:

Karlbauer, Matthias;
Cresswell‐Clay, Nathaniel;
Durran, Dale R.;
Moreno, Raul A.;
Kurth, Thorsten;
Bonev, Boris;
Brenowitz, Noah;
Butz, Martin V.

Publication type:

Article

Impacts of Topography‐Based Subgrid Scheme and Downscaling of Atmospheric Forcing on Modeling Land Surface Processes in the Conterminous US.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2023MS004064

By:

Tesfa, Teklu K.;
Leung, L. Ruby;
Thornton, Peter E.;
Brunke, Michael A.;
Duan, Zhuoran

Publication type:

Article

Data Assimilation in Chaotic Systems Using Deep Reinforcement Learning.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2023MS004178

By:

Hammoud, Mohamad Abed El Rahman;
Raboudi, Naila;
Titi, Edriss S.;
Knio, Omar;
Hoteit, Ibrahim

Publication type:

Article

An Eigenvalue‐Based Framework for Constraining Anisotropic Eddy Viscosity.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2024MS004375

By:

Bachman, Scott D.

Publication type:

Article

A Machine Learning Bias Correction on Large‐Scale Environment of High‐Impact Weather Systems in E3SM Atmosphere Model.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2023MS004138

By:

Zhang, Shixuan;
Harrop, Bryce;
Leung, L. Ruby;
Charalampopoulos, Alexis‐Tzianni;
Barthel Sorensen, Benedikt;
Xu, Wenwei;
Sapsis, Themistoklis

Publication type:

Article

Reimagining Earth in the Earth System.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2023MS004017

By:

Bonan, Gordon B.;
Lucier, Oliver;
Coen, Deborah R.;
Foster, Adrianna C.;
Shuman, Jacquelyn K.;
Laguë, Marysa M.;
Swann, Abigail L. S.;
Lombardozzi, Danica L.;
Wieder, William R.;
Dahlin, Kyla M.;
Rocha, Adrian V.;
SanClements, Michael D.

Publication type:

Article

Calibrating Tropical Forest Coexistence in Ecosystem Demography Models Using Multi‐Objective Optimization Through Population‐Based Parallel Surrogate Search.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2023MS004195

By:

Cheng, Yanyan;
Wang, Wenyu;
Detto, Matteo;
Fisher, Rosie;
Shoemaker, Christine

Publication type:

Article

A Comparison of Diagnostics for AMOC Heat Transport Applied to the CESM Large Ensemble.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2023MS003978

By:

Jones, C Spencer;
Jiang, Scout;
Abernathey, Ryan P.

Publication type:

Article

Wave‐Convection Interactions Amplify Convective Parameterization Biases in the South Pacific Convergence Zone.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2024MS004334

By:

Chen, Yuanrui;
Chu, Wenchao;
Wright, Jonathon S.;
Lin, Yanluan

Publication type:

Article

The HadGEM3‐GC3.1 Contribution to the CMIP6 Detection and Attribution Model Intercomparison Project.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2023MS004135

By:

Jones, Gareth S.;
Andrews, Martin B.;
Andrews, Timothy;
Blockley, Ed;
Ciavarella, Andrew;
Christidis, Nikos;
Cotterill, Daniel F.;
Lott, Fraser C.;
Ridley, Jeff;
Stott, Peter A.

Publication type:

Article

Investigating Mountain Watershed Headwater‐To‐Groundwater Connections, Water Sources, and Storage Selection Behavior With Dynamic‐Flux Particle Tracking.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2023MS003976

By:

Dennedy‐Frank, P. James;
Visser, Ate;
Maina, Fadji Z.;
Siirila‐Woodburn, Erica R.

Publication type:

Article

Improved Atmosphere‐Ocean Coupled Simulation by Parameterizing Sub‐Diurnal Scale Air‐Sea Interactions.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2023MS003903

By:

Wang, K.;
Zhang, S.;
Jin, Y.;
Zhu, C.;
Song, Z.;
Gao, Y.;
Yang, G.

Publication type:

Article

Improving Aerosol Radiative Forcing and Climate in E3SM: Impacts of New Cloud Microphysics and Improved Wet Removal Treatments.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1029/2023MS004059

By:

Shan, Yunpeng;
Fan, Jiwen;
Zhang, Kai;
Shpund, Jacob;
Terai, Christopher;
Zhang, Guang J.;
Song, Xiaoliang;
Chen, Chih‐Chieh‐Jack;
Lin, Wuyin;
Liu, Xiaohong;
Shrivastava, Manish;
Wang, Hailong;
Xie, Shaocheng

Publication type:

Article

Issue Information.

Published in:: Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 8, p. 1, doi. 10.1002/jame.21879
Publication type:: Article