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| Format: | Recurso digital |
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2025
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| Online Access: | https://doi.org/10.5281/zenodo.14796571 |
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| _version_ | 1866902163966394368 |
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| author | Eli Winkelman Gideon Dresdner Christopher Horvat |
| author_facet | Eli Winkelman Gideon Dresdner Christopher Horvat |
| contents | <p>This release contains the code used for the paper "EMPIRIC TC: A site-specific AI-based emulator for tropical cyclone hazards using Fourier Neural Operators."</p> <p>It contains code to:</p> <p>generate machine learning training data using STORM; train the FNO, UNet, and Nearest Neighbors models discussed in the paper; evaluate the models; and produce figures included in the paper. Instructions on setup and example code are in README. This code is provided as-is and without support.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_14796571 |
| institution | Zenodo |
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| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | EMPIRIC2/EMPIRIC_TC: v1.1 Eli Winkelman Gideon Dresdner Christopher Horvat <p>This release contains the code used for the paper "EMPIRIC TC: A site-specific AI-based emulator for tropical cyclone hazards using Fourier Neural Operators."</p> <p>It contains code to:</p> <p>generate machine learning training data using STORM; train the FNO, UNet, and Nearest Neighbors models discussed in the paper; evaluate the models; and produce figures included in the paper. Instructions on setup and example code are in README. This code is provided as-is and without support.</p> |
| title | EMPIRIC2/EMPIRIC_TC: v1.1 |
| url | https://doi.org/10.5281/zenodo.14796571 |