@moeindarman.bsky.social
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reposted by
Ashesh Chattopadhyay
8 months ago
We released a new pre-print (
arxiv.org/abs/2504.15487
) on understanding the physics of out-of-distribution generalization (and lack there-of) for turbulence modeling of ocean dynamics. Led by
@moeindarman.bsky.social
with
@pedramh.bsky.social
and Laure Zanna.
loading . . .
Fourier analysis of the physics of transfer learning for data-driven subgrid-scale models of ocean turbulence
Transfer learning (TL) is a powerful tool for enhancing the performance of neural networks (NNs) in applications such as weather and climate prediction and turbulence modeling. TL enables models to ge...
https://arxiv.org/abs/2504.15487
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