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Modeling turbulent and self-gravitating fluids with Fourier neural operators

Neural Operators (NOs) are a leading method for surrogate modeling of partial differential equations. Unlike traditional neural networks, which approximate individual functions, NOs learn the mappings between function spaces. While NOs have been predominantly tested on simplified 1D and 2D problems,...

詳細記述

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書誌詳細
主要な著者: Keith Poletti, Stella S. R. Offner, Rachel A. Ward
フォーマット: Artigo
言語:Inglês
出版事項: AIP Publishing LLC 2025-06-01
シリーズ:APL Machine Learning
オンライン・アクセス:http://dx.doi.org/10.1063/5.0263607
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