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Updated: Jan 6, 2026

Evolution of Staircase Structures in Diffusive Convection
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深度强化学习控制解锁了流对流中的增强热传输

Zisong Zhou1, Xiaojue Zhu1

  • 1Max Planck Institute for Solar System Research, Göttingen 37077, Germany.

Proceedings of the National Academy of Sciences of the United States of America
|September 9, 2025
PubMed
概括

深度强化学习 (DRL) 通过动态调整墙壁温度来优化流对流传热传输. 这种人工智能方法显著提高了传热效率,超过了传统方法,并为智能热管理提供了新的途径.

关键词:
强化学习是一种强化学习.控制流的控制流.动荡的对流活动.

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