Modularizing Earth system models for interactive simulation
Modularizing Earth system models for interactive simulation
Interactive exploration of Earth system simulations may have great potential to improve the scientific modeling process. It will allow monitoring of the state of the simulation via dashboards presenting real-time diagnostics within a digital twin world. We present the state of the art for Earth system modeling in this context. Cross-domain data handling and fusion will make it possible to integrate model and observation data in the context of digital twins of the ocean. Domain-driven modularization of monolithic Earth system models allows one to recover interfaces for such a cross-domain fusion. Reverse engineering with static and dynamic analysis enables modularization of Earth system models. The modularization does not only help with restructuring existing Earth system models, it also makes it possible to integrate additional scientific domains into the interactive simulation environment.
300-303
Claus, Martin
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Gundlach, Sven
38bed682-d951-43bb-898a-67bfa327625b
Hasselbring, Wilhelm
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Jung, Reiner
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Rath, Willi
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Schnoor, Henning
ce6f449e-dd65-4e8b-884e-687589a9f17b
8 October 2022
Claus, Martin
23fe6f40-6ab9-433b-9fd2-4e009b612211
Gundlach, Sven
38bed682-d951-43bb-898a-67bfa327625b
Hasselbring, Wilhelm
ee89c5c9-a900-40b1-82c1-552268cd01bd
Jung, Reiner
0e6d3b51-6be8-46e5-a283-7a1dee17b2fc
Rath, Willi
0c4299d5-1368-4508-85d9-33d3f956334d
Schnoor, Henning
ce6f449e-dd65-4e8b-884e-687589a9f17b
Claus, Martin, Gundlach, Sven, Hasselbring, Wilhelm, Jung, Reiner, Rath, Willi and Schnoor, Henning
(2022)
Modularizing Earth system models for interactive simulation.
Informatik-Spektrum, 45 (5), .
(doi:10.1007/s00287-022-01490-z).
Abstract
Interactive exploration of Earth system simulations may have great potential to improve the scientific modeling process. It will allow monitoring of the state of the simulation via dashboards presenting real-time diagnostics within a digital twin world. We present the state of the art for Earth system modeling in this context. Cross-domain data handling and fusion will make it possible to integrate model and observation data in the context of digital twins of the ocean. Domain-driven modularization of monolithic Earth system models allows one to recover interfaces for such a cross-domain fusion. Reverse engineering with static and dynamic analysis enables modularization of Earth system models. The modularization does not only help with restructuring existing Earth system models, it also makes it possible to integrate additional scientific domains into the interactive simulation environment.
Text
s00287-022-01490-z
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Accepted/In Press date: 20 July 2022
Published date: 8 October 2022
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© 2022, The Author(s).
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Local EPrints ID: 489082
URI: http://eprints.soton.ac.uk/id/eprint/489082
ISSN: 0170-6012
PURE UUID: 5fffc9cb-1435-41cd-aaf8-cd78cbea640a
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Date deposited: 12 Apr 2024 16:58
Last modified: 13 Apr 2024 02:11
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Contributors
Author:
Martin Claus
Author:
Sven Gundlach
Author:
Wilhelm Hasselbring
Author:
Reiner Jung
Author:
Willi Rath
Author:
Henning Schnoor
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