Zobrazeno 1 - 10
of 26
pro vyhledávání: '"Chipilski, Hristo G."'
Autor:
Yin, Junqi, Liang, Siming, Liu, Siyan, Bao, Feng, Chipilski, Hristo G., Lu, Dan, Zhang, Guannan
The weather and climate domains are undergoing a significant transformation thanks to advances in AI-based foundation models such as FourCastNet, GraphCast, ClimaX and Pangu-Weather. While these models show considerable potential, they are not ready
Externí odkaz:
http://arxiv.org/abs/2407.12168
The intersection between classical data assimilation methods and novel machine learning techniques has attracted significant interest in recent years. Here we explore another promising solution in which diffusion models are used to formulate a robust
Externí odkaz:
http://arxiv.org/abs/2404.00844
Autor:
Chipilski, Hristo G.
The majority of data assimilation (DA) methods in the geosciences are based on Gaussian assumptions. While these assumptions facilitate efficient algorithms, they cause analysis biases and subsequent forecast degradations. Non-parametric, particle-ba
Externí odkaz:
http://arxiv.org/abs/2310.10976
Autor:
Haghi, Kevin R., Geerts, Bart, Chipilski, Hristo G., Johnson, Aaron, Degelia, Samuel, Imy, David, Parsons, David B., Adams-Selin, Rebecca D., Turner, David D., Wang, Xuguang
Publikováno v:
Bulletin of the American Meteorological Society, 2019 Jun 01. 100(6), 1103-1124.
Externí odkaz:
https://www.jstor.org/stable/27026757
Autor:
Chipilski, Hristo G.1,2 (AUTHOR) hristoc@ucar.edu, Wang, Xuguang1 (AUTHOR), Parsons, David B.1 (AUTHOR), Johnson, Aaron1 (AUTHOR), Degelia, Samuel K.1 (AUTHOR)
Publikováno v:
Monthly Weather Review. Jun2022, Vol. 150 Issue 6, p1273-1292. 20p. 1 Diagram, 4 Charts, 6 Graphs, 9 Maps.
Autor:
XUGUANG WANG1 xuguang.wang@ou.edu, CHIPILSKI, HRISTO G.1, BISHOP, CRAIG H.2, SATTERFIELD, ELIZABETH3, BAKER, NANCY3, WHITAKER, JEFFREY S.4
Publikováno v:
Monthly Weather Review. Mar2021, Vol. 149 Issue 3, p605-622. 18p.
Akademický článek
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Publikováno v:
Monthly Weather Review. Mar2020, Vol. 148 Issue 3, p1147-1175. 29p. 7 Charts, 8 Graphs, 10 Maps.
Autor:
Hu, Guannan1 (AUTHOR) guannan.hu@reading.ac.uk, Dance, Sarah L.1,2,3 (AUTHOR), Bannister, Ross N.1,3 (AUTHOR), Chipilski, Hristo G.4 (AUTHOR), Guillet, Oliver5 (AUTHOR), Macpherson, Bruce6 (AUTHOR), Weissmann, Martin7 (AUTHOR), Yussouf, Nusrat8,9,10 (AUTHOR)
Publikováno v:
Atmospheric Science Letters (John Wiley & Sons, Inc. ). Jan2023, Vol. 24 Issue 1, p1-12. 12p.
Publikováno v:
Monthly Weather Review. Dec2018, Vol. 146 Issue 12, p4179-4200. 22p. 5 Diagrams, 2 Charts, 5 Graphs, 2 Maps.