Zobrazeno 1 - 10
of 91
pro vyhledávání: '"Nowack, Peer"'
Autor:
Boussard, Julien, Nagda, Chandni, Kaltenborn, Julia, Lange, Charlotte Emilie Elektra, Brouillard, Philippe, Gurwicz, Yaniv, Nowack, Peer, Rolnick, David
Climate models, such as Earth system models (ESMs), are crucial for simulating future climate change based on projected Shared Socioeconomic Pathways (SSP) greenhouse gas emissions scenarios. While ESMs are sophisticated and invaluable, machine learn
Externí odkaz:
http://arxiv.org/abs/2312.02858
Autor:
Kaltenborn, Julia, Lange, Charlotte E. E., Ramesh, Venkatesh, Brouillard, Philippe, Gurwicz, Yaniv, Nagda, Chandni, Runge, Jakob, Nowack, Peer, Rolnick, David
Climate models have been key for assessing the impact of climate change and simulating future climate scenarios. The machine learning (ML) community has taken an increased interest in supporting climate scientists' efforts on various tasks such as cl
Externí odkaz:
http://arxiv.org/abs/2311.03721
Akademický článek
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Autor:
Ceppi, Paulo, Nowack, Peer
Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America, 2021 Jul . 118(30), 1-7.
Externí odkaz:
https://www.jstor.org/stable/27052594
Publikováno v:
Science Advances Vol. 5, no. 11, eaau4996 (2019)
Identifying causal relationships from observational time series data is a key problem in disciplines such as climate science or neuroscience, where experiments are often not possible. Data-driven causal inference is challenging since datasets are oft
Externí odkaz:
http://arxiv.org/abs/1702.07007
Autor:
Wilson Kemsley, Sarah, Ceppi, Paulo, Andersen, Hendrik, Cermak, Jan, Stier, Philip, Nowack, Peer
Publikováno v:
Atmospheric Chemistry & Physics; 2024, Vol. 24 Issue 14, p8295-8316, 22p
Autor:
Dacie, Sally, Kluft, Lukas, Schmidt, Hauke, Stevens, Bjorn, Buehler, Stefan A., Nowack, Peer J., Dietmüller, Simone, Abraham, N. Luke, Birner, Thomas
Publikováno v:
Journal of Climate, 2019 Oct . 32(20), 6769-6782.
Externí odkaz:
https://www.jstor.org/stable/26831736
Autor:
Nowack, Peer, Watson-Parris, Duncan
Publikováno v:
Atmospheric Chemistry & Physics Discussions; 6/4/2024, p1-28, 28p
Akademický článek
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Autor:
Nowack, Peer, Ceppi, Paulo, Davis, Sean M., Chiodo, Gabriel, Ball, William, Diallo, Mohamadou, Hassler, Birgit, Jia, Yue, Keeble, James, Joshi, Manoj
Future increases in stratospheric water vapour risk amplifying climate change and slowing down the recovery of the ozone layer. However, state-of-the-art climate models strongly disagree on the magnitude of these increases under global warming. Uncer
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::b484cc9068817fada1aa24be6a228a5d
https://ueaeprints.uea.ac.uk/id/eprint/91783/
https://ueaeprints.uea.ac.uk/id/eprint/91783/