JB
Judith Berner
physics.ao-phcs.AIphysics.geo-phcs.LGphysics.comp-phphysics.data-anphysics.flu-dyn
On Valency
published · living versionsW_hzngk49w·v1 · currentpublished
Stochastic Climate Theory and Modelling
with Christian L. E. Franzke, Terence J. O'Kane, Paul D. Williams, Valerio Lucarini
1 version
W_t9wkpg2c·v1published
Preprints & journals
10 papers in the corpus · 2008–2026Improved Precipitation Variability in the Community Atmosphere Model through Implementation of a Neural-Network Deep Convection Scheme2610.20405v2 · Xavier J. Levine, Griffin Mooers, Judith Berner et al.2026 · 0 citationsarXiv
Controllable Probabilistic Forecasting with Stochastic Decomposition Layers2512.18815v1 · John S. Schreck, William E. Chapman, Charlie Becker et al.2025 · 0 citationsarXiv
CAMulator: Fast Emulation of the Community Atmosphere Model2504.06007v1 · William E. Chapman, John S. Schreck, Yingkai Sha et al.2025 · 2 citationsarXiv
Community Research Earth Digital Intelligence Twin (CREDIT)2411.07814v1 · John Schreck, Yingkai Sha, William Chapman et al.2024 · 6 citationsnpj Climate and Atmospheric Science, 8(1), p.239 (2025)
Benefits of Deterministic and Stochastic Tendency Adjustments in a Climate Model2308.15295v1 · William E. Chapman, Judith Berner2023 · 0 citationsarXiv
Stochastic Parameterization: Towards a new view of Weather and Climate Models1510.08682v2 · Judith Berner, Ulrich Achatz, Lauriane Batte et al.2015 · 414 citationsarXivon Valency
Stochastic Climate Theory and Modelling1409.0423v1 · Christian L. E. Franzke, Terence J. O'Kane, Judith Berner et al.2014 · 208 citationsarXivon Valency
Towards the Probabilistic Earth-System Model0812.1074v3 · T.N. Palmer, F.J. Doblas-Reyes, A. Weisheimer et al.2008 · 8 citationsarXiv
Stochastic parametrization of multiscale processes using a dual-grid approach.18445569 · Shutts, Glenn, Allen, Thomas, Berner, Judith2008 · 5 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2008;366(1875):2625-41
Impact of a quasi-stochastic cellular automaton backscatter scheme on the systematic error and seasonal prediction skill of a global climate model.18445570 · Berner, J, Doblas-Reyes, F J, Palmer, T N et al.2008 · 89 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2008;366(1875):2561-79
Career total: 99 works. 10 are in this corpus.
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