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Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 751-752, May 2024.

Progress on priming HIV-1 immunity

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 738-739, May 2024.

Engineering colloidal crystals molecule by molecule

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 741-742, May 2024.

Tool use promotes dental health

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 740-741, May 2024.

The complexity of physician power

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 742-743, May 2024.

Building on NIH’s data sharing policy

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 747-748, May 2024.

Self-advocacy for young African scientists

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 748-748, May 2024.

Undergraduate research data crucial to equity

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 747-747, May 2024.

News at a glance

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 718-719, May 2024.

Haiti’s health researchers persevere amid chaos

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 720-721, May 2024.

Nonsensical results plague online social science tool

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 721-722, May 2024.

Why are elite athletes prone to heart arrhythmias?

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 722-723, May 2024.

NSF halts South Pole probe of cosmic inflation

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 724-724, May 2024.

AI-driven robots discover record-setting laser compound

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 725-725, May 2024.

Plan to alter access to health data draws ire

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 726-726, May 2024.

The inflamed brain

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 728-733, May 2024.

Energy transition needs new materials

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 713-713, May 2024.

Taking climate-smart governance to the high seas

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 734-737, May 2024.

In Science Journals

Science - Thu, 05/16/2024 - 05:58

Science, Volume 384, Issue 6697, Page 750-752, May 2024.

Efficient and stable coupling of the SuperdropNet deep-learning-based cloud microphysics (v0.1.0) with the ICON climate and weather model (v2.6.5)

Geoscientific Model Development - Thu, 05/16/2024 - 05:24

Efficient and stable coupling of the SuperdropNet deep-learning-based cloud microphysics (v0.1.0) with the ICON climate and weather model (v2.6.5)
Caroline Arnold, Shivani Sharma, Tobias Weigel, and David S. Greenberg
Geosci. Model Dev., 17, 4017–4029, https://doi.org/10.5194/gmd-17-4017-2024, 2024
In atmospheric models, rain formation is simplified to be computationally efficient. We trained a machine learning model, SuperdropNet, to emulate warm-rain formation based on super-droplet simulations. Here, we couple SuperdropNet with an atmospheric model in a warm-bubble experiment and find that the coupled simulation runs stable and produces reasonable results, making SuperdropNet a viable ML proxy for droplet simulations. We also present a comprehensive benchmark for coupling architectures.

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