Niklas Boers

2 articles · 11 co-authors · latest: 2024-05-24

We have retold 2 papers by this author. 2 of them with a full read. most often about: enso_forecast, ocean_modeling. 11 co-authors across our retellings.

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ResoNet: A Translator That Hears the Ocean 18 Months Ahead
A translator in a large hall hears both a whisper right next to their ear and a conversation at the far end. The same mind picks up local nuances while keeping track of the overall discussion. That is how ResoNet works: a neural network that predicts El Niño. El Niño is a warm current in the equatorial Pacific that, every few years, alters weather across all continents.
The Ocean Learns on Its Own: Neural Network Predicts Climate for Decades Ahead
Water remembers. Every current, every eddy, every degree of temperature in the ocean's depths does not vanish without a trace; it leaves a mark that can be read. But until recently, that mark was read only by bulky physical models that spent weeks on supercomputers and still got the details wrong.