output
19952026
most citedWeatherBench: A benchmark dataset for data-driven weather forecasting

506 citations

Showing 2019Show all

6 papers · 1 filter

cs.LG2019★ 6 cited

Predicting Weather Uncertainty with Deep Convnets

Peter Grönquist, Tal Ben-Nun, Nikoli Dryden +4

Modern weather forecast models perform uncertainty quantification using ensemble prediction systems, which collect nonparametric statistics based on multiple perturbed simulations.…

physics.ao-ph2019★ 41 cited

Revisiting the Identification of Wintertime Atmospheric Circulation Regimes in the Euro-Atlantic Sector

Swinda K. J. Falkena, Jana de Wiljes, Antje Weisheimer +1

Atmospheric circulation is often clustered in so-called circulation regimes, which are persistent and recurrent patterns. For the Euro-Atlantic sector in winter, most studies ident…

astro-ph.SR2019★ 7 cited

3D MHD Modeling of the Impact of Subsurface Stratification on the Solar Dynamo

Andrey M. Stejko, Gustavo Guerrero, Alexander G. Kosovichev +1

Various models of solar subsurface stratification are tested in the global EULAG-MHD solver to simulate diverse regimes of near-surface convective transport. Sub- and superadiabaci…

physics.ao-ph2019★ 71 cited

Confronting Grand Challenges in Environmental Fluid Mechanics

T. Dauxois, T. Peacock, P. Bauer +10

Environmental fluid mechanics underlies a wealth of natural, industrial and, by extension, societal challenges. In the coming decades, as we strive towards a more sustainable plane…

astro-ph.SR2019★ 19 cited

Global simulations of Tayler instability in stellar interiors: The stabilizing effect of gravity

G. Guerrero, F. Del Sordo, A. Bonanno +1

Unveiling the evolution of toroidal field instability, known as Tayler instability, is essential to understand the strength and topology of the magnetic fields observed in early-ty…

physics.chem-ph2019★ 90 cited

Efficient Formulation of Full Configuration Interaction Quantum Monte Carlo in a Spin Eigenbasis via the Graphical Unitary Group Approach

Werner Dobrautz, Simon Smart, Ali Alavi

We provide a spin-adapted formulation of the Full Configuration Interaction Quantum Monte Carlo (FCIQMC) algorithm, based on the Graphical Unitary Group Approach (GUGA), which enab…