Lauren Hoffman

Lauren Hoffman

Machine learning for Earth system science.

Incorporating subsurface oceanic variables improves seasonal Antarctic sea ice prediction with neural networks.

Published in Journal of Geophysical Research: Atmospheres, 2026

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Recommended citation: Dong, X., F. Massonnet, Y. Nie, B. Richaud, Y. Gao, L. Hoffman, Y. Wang, and Q. Yang. (2026). "Incorporating subsurface oceanic variables improves seasonal Antarctic sea ice prediction with neural networks." Journal of Geophysical Research: Atmospheres, 131, e2025JD045470.
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