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Updated: Jul 16, 2025

Non-equilibrium Microwave Plasma for Efficient High Temperature Chemistry
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GS-DeepNet:掌握托卡马克等离子平衡与深度神经网络以及格拉德-沙夫拉诺夫方程

Semin Joung1,2, Y-C Ghim3, Jaewook Kim4

  • 1Department of Nuclear and Quantum Engineering, KAIST, Daejeon, 34141, South Korea. semin.joung@wisc.edu.

Scientific reports
|September 22, 2023
PubMed
概括

无监督学习方法GS-DeepNet准确地识别了聚变能源的等离子体平衡. 这种方法避免了传统的数值挑战,可以更好地控制像ITER这样的反应堆中的高温等离子体.

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