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Ebert-Uphoff, Imme
61  Ergebnisse:
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1

Leveraging spatiotemporal information in meteorological ima..:

Bansal, Akansha S. ; Lee, Yoonjin ; Hilburn, Kyle.
Environmental Data Science.  2 (2023)  - p. , 2023
Link: https://doi.org/10.1017/..
 
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2

The outlook for AI weather prediction:

Ebert-Uphoff, Imme ; Hilburn, Kyle
Nature.  619 (2023)  7970 - p. 473-474 , 2023
Link: https://doi.org/10.1038/..
 
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3

Using mathematical techniques to leverage domain knowledge ..:

Ver Hoef, Lander, author ; Adams, Henry, advisor ; King, Emily J., advisor..
2020-.  , 2023
Link: https://hdl.handle.net/1..
 
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4

Trust and trustworthy artificial intelligence: A research a..:

Bostrom, Ann ; Demuth, Julie L ; Wirz, Christopher D...
info:eu-repo/semantics/altIdentifier/doi/10.1111/risa.14245.  , 2023
Link: https://hdl.handle.net/2..
 
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5

Why we need to focus on developing ethical, responsible, an..:

McGovern, Amy ; Ebert-Uphoff, Imme ; Gagne II, David John.
Environmental Data Science.  1 (2022)  - p. , 2022
Link: https://doi.org/10.1017/..
 
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6

Neural network attribution methods for problems in geoscien..:

Mamalakis, Antonios ; Ebert-Uphoff, Imme ; Barnes, Elizabeth A.
Environmental Data Science.  1 (2022)  - p. , 2022
Link: https://doi.org/10.1017/..
 
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7

Explainable Artificial Intelligence in Meteorology and Clim..:

, In: xxAI - Beyond Explainable AI; Lecture Notes in Computer Science,
Mamalakis, Antonios ; Ebert-Uphoff, Imme ; Barnes, Elizabeth A. - p. 315-339 , 2022
Link: https://doi.org/10.1007/..
 
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8

Carefully choose the baseline: Lessons learned from applyin..:

Mamalakis, Antonios ; Barnes, Elizabeth A ; Ebert-Uphoff, Imme
http://arxiv.org/abs/2208.09473.  , 2022
Link: http://arxiv.org/abs/220..
 
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9

Near-cloud aerosol retrieval and three-dimensional radiativ..:

Yang, Chen-Kuang, author ; Chiu, Christine, advisor ; Kummerow, Christian D., committee member..
2020-.  , 2022
Link: https://hdl.handle.net/1..
 
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10

Assessing the state-dependency of infrared satellite precip..:

Goldenstern, Eric, author ; Kummerow, Christian, advisor ; Chiu, Christine, committee member.
2020-.  , 2022
Link: https://hdl.handle.net/1..
 
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11

Trustworthy Artificial Intelligence for Environmental Scien..:

McGovern, Amy ; Gagne, David ; Ebert-Uphoff, Imme...
doi:10.5281/zenodo.6784186.  , 2022
Link: https://zenodo.org/recor..
 
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12

Can we integrate spatial verification methods into neural-n..:

Lagerquist, Ryan ; Ebert-Uphoff, Imme
http://arxiv.org/abs/2203.11141.  , 2022
Link: http://arxiv.org/abs/220..
 
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13

On the certainty framework for causal network discovery wit..:

DeCaria, Michael, author ; van Leeuwen, Peter Jan, advisor ; Chiu, Christine, committee member..
2020-.  , 2022
Link: https://hdl.handle.net/1..
 
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14

Tools for Extracting Spatio-Temporal Patterns in Meteorolog..:

Bansal, Akansha Singh ; Lee, Yoonjin ; Hilburn, Kyle.
http://arxiv.org/abs/2210.12310.  , 2022
Link: http://arxiv.org/abs/221..
 
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15

Intelligent Systems for Geosciences: An Essential Research ..:

Gil, Yolanda ; Pierce, Suzanne A ; Babaie, Hassan...
https://dl.acm.org/doi/10.1145/3192335.  , 2022
Link: http://hdl.handle.net/18..
 
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