The digital revolution of Earth-system science

P Bauer, PD Dueben, T Hoefler, T Quintino… - Nature Computational …, 2021 - nature.com
Computational science is crucial for delivering reliable weather and climate predictions.
However, despite decades of high-performance computing experience, there is serious …

[HTML][HTML] A review on the decarbonization of high-performance computing centers

CA Silva, R Vilaça, A Pereira, RJ Bessa - Renewable and Sustainable …, 2024 - Elsevier
High-performance computing relies on performance-oriented infrastructures with access to
powerful computing resources to complete tasks that contribute to solve complex problems …

A baseline for global weather and climate simulations at 1 km resolution

NP Wedi, I Polichtchouk, P Dueben… - Journal of Advances …, 2020 - Wiley Online Library
In an attempt to advance the understanding of the Earth's weather and climate by
representing deep convection explicitly, we present a global, four‐month simulation …

Towards sustainable artificial intelligence: an overview of environmental protection uses and issues

A Pachot, C Patissier - arXiv preprint arXiv:2212.11738, 2022 - arxiv.org
Artificial Intelligence (AI) is used to create more sustainable production methods and model
climate change, making it a valuable tool in the fight against environmental degradation …

A 1024-member ensemble data assimilation with 3.5-km mesh global weather simulations

H Yashiro, K Terasaki, Y Kawai, S Kudo… - … Conference for High …, 2020 - ieeexplore.ieee.org
Numerical weather prediction (NWP) supports our daily lives. Weather models require
higher spatiotemporal resolutions to prepare for extreme weather disasters and reduce the …

Global simulations of the atmosphere at 1.45 km grid-spacing with the Integrated Forecasting System

PD Dueben, N Wedi, S Saarinen… - Journal of the …, 2020 - jstage.jst.go.jp
Global simulations with 1.45 km grid spacing are presented that were performed using the
Integrated Forecasting System (IFS) of the European Centre for Medium-Range Weather …

Accelerating high-resolution weather models with deep-learning hardware

S Hatfield, M Chantry, P Düben, T Palmer - Proceedings of the platform …, 2019 - dl.acm.org
The next generation of weather and climate models will have an unprecedented level of
resolution and model complexity, and running these models efficiently will require taking …

High-performance computing in meteorology under a context of an era of graphical processing units

T Nakaegawa - Computers, 2022 - mdpi.com
This short review shows how innovative processing units—including graphical processing
units (GPUs)—are used in high-performance computing (HPC) in meteorology, introduces …

A numerical analysis of six physics‐dynamics coupling schemes for atmospheric models

S Ubbiali, C Schär, L Schlemmer… - Journal of Advances in …, 2021 - Wiley Online Library
Six strategies to couple the dynamical core with physical parameterizations in atmospheric
models are analyzed from a numerical perspective. Thanks to a suitably designed …

[HTML][HTML] What if? Numerical weather prediction at the crossroads

P Bauer - Journal of the European Meteorological Society, 2024 - Elsevier
This paper provides an outlook on the future of operational weather prediction given the
recent evolution in science, computing and machine learning. In many parts, this evolution …