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2025
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| Online Access: | https://doi.org/10.5281/zenodo.15042504 |
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| _version_ | 1866902045944971264 |
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| author | Iyer, Suneil |
| author_facet | Iyer, Suneil |
| contents | <p>This is a simplified working example to use MATLAB to train a neural network (NN) to predict the ocean turbulence diffusivity, using a set of observations from chipods on the TAO/TRITON mooring at 0 degrees N, 140 degrees W in the equatorial Pacific. This is supplementary to the following manuscript, which describes the dataset and methodology in detail:</p> <p><br>Iyer, S., K.G. Hughes and J.N. Moum. Predicting ocean turbulence across orders of magnitude using neural networks trained on multiyear observations. Artificial Intelligence for the Earth Systems. </p> <p> </p> <p>Contact:<br>Suneil Iyer<br>Oregon State University<br>iyersu@oregonstate.edu</p> <p><br>Date updated (version 1.0.0):<br>17 March 2025</p> <p>Publication date (version 1.0.0):<br>20 March 2025</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_15042504 |
| institution | Zenodo |
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| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Supplemental working example to "Predicting ocean turbulence across orders of magnitude using neural networks trained on multiyear observations" Iyer, Suneil <p>This is a simplified working example to use MATLAB to train a neural network (NN) to predict the ocean turbulence diffusivity, using a set of observations from chipods on the TAO/TRITON mooring at 0 degrees N, 140 degrees W in the equatorial Pacific. This is supplementary to the following manuscript, which describes the dataset and methodology in detail:</p> <p><br>Iyer, S., K.G. Hughes and J.N. Moum. Predicting ocean turbulence across orders of magnitude using neural networks trained on multiyear observations. Artificial Intelligence for the Earth Systems. </p> <p> </p> <p>Contact:<br>Suneil Iyer<br>Oregon State University<br>iyersu@oregonstate.edu</p> <p><br>Date updated (version 1.0.0):<br>17 March 2025</p> <p>Publication date (version 1.0.0):<br>20 March 2025</p> |
| title | Supplemental working example to "Predicting ocean turbulence across orders of magnitude using neural networks trained on multiyear observations" |
| url | https://doi.org/10.5281/zenodo.15042504 |