The digital revolution of Earth-system science
Computational science is crucial for delivering reliable weather and climate predictions.
However, despite decades of high-performance computing experience, there is serious …
However, despite decades of high-performance computing experience, there is serious …
[HTML][HTML] A review on the decarbonization of high-performance computing centers
High-performance computing relies on performance-oriented infrastructures with access to
powerful computing resources to complete tasks that contribute to solve complex problems …
powerful computing resources to complete tasks that contribute to solve complex problems …
A baseline for global weather and climate simulations at 1 km resolution
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 …
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 …
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
Numerical weather prediction (NWP) supports our daily lives. Weather models require
higher spatiotemporal resolutions to prepare for extreme weather disasters and reduce the …
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
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 …
Integrated Forecasting System (IFS) of the European Centre for Medium-Range Weather …
Accelerating high-resolution weather models with deep-learning hardware
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 …
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 …
units (GPUs)—are used in high-performance computing (HPC) in meteorology, introduces …
A numerical analysis of six physics‐dynamics coupling schemes for atmospheric models
Six strategies to couple the dynamical core with physical parameterizations in atmospheric
models are analyzed from a numerical perspective. Thanks to a suitably designed …
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 …
recent evolution in science, computing and machine learning. In many parts, this evolution …