Accelerated Solution Method for Flow Fields in Complex Piping Systems Based on Physics-informed Neural Networks

doi:10.11832/j.issn.1000-4858.2026.09.008

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CHINESE HYDRAULICS & PNEUMATICS ›› 2026, Vol. 50 ›› Issue (9) : 63-70. DOI: 10.11832/j.issn.1000-4858.2026.09.008

Accelerated Solution Method for Flow Fields in Complex Piping Systems Based on Physics-informed Neural Networks

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{{article.zuoZheEn_L}}. {{article.title_en}}[J]. {{journal.qiKanMingCheng_EN}}. 2026, 50(9): 63-70. https://doi.org/10.11832/j.issn.1000-4858.2026.09.008

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Received	Revised	Published
2026-03-17	2026-05-07	2026-09-20
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2026-09-21

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