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Jan, 2022
壳模型湍流模拟的自动耗散控制
Automated Dissipation Control for Turbulence Simulation with Shell Models
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Ann-Kathrin Dombrowski, Klaus-Robert Müller, Wolf Christian Müller
TL;DR
通过使用Gledzer-Ohkitani-Yamada (GOY) shell模型的强烈简化表示,我们构建了一个小尺度湍流模型进行研究,重点探讨了机器学习与物理学的相结合,以及在将机器学习与微分方程相结合时存在的问题。
Abstract
The application of
machine learning
(ML) techniques, especially
neural networks
, has seen tremendous success at processing images and language. This is because we often lack formal models to understand visual and
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