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End-to-End Automated Wind-Induced Stress Simulation of Lattice Transmission Towers in Complex Terrain via Physics-Conserving PINN Wind-Field Reconstruction and Graph-Theory-Based DXF Parsing.

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Title: End-to-End Automated Wind-Induced Stress Simulation of Lattice Transmission Towers in Complex Terrain via Physics-Conserving PINN Wind-Field Reconstruction and Graph-Theory-Based DXF Parsing.
Authors: Wang, Yu1, Liu, Ribiao2, Lai, Huanhuan1,3, Zhu, Hao3,4, Chen, Yulong1,3, Han, Daguang2,4, daguanghan@seu.edu.cn
Source: Applied Sciences (2076-3417); Sep2026, Vol. 16 Issue 17, p8582, 17p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 197044288
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: End-to-End Automated Wind-Induced Stress Simulation of Lattice Transmission Towers in Complex Terrain via Physics-Conserving PINN Wind-Field Reconstruction and Graph-Theory-Based DXF Parsing.
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  Data: <searchLink fieldCode="AU" term="%22Wang%2C+Yu%22">Wang, Yu</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Liu%2C+Ribiao%22">Liu, Ribiao</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Lai%2C+Huanhuan%22">Lai, Huanhuan</searchLink><relatesTo>1,3</relatesTo><br /><searchLink fieldCode="AU" term="%22Zhu%2C+Hao%22">Zhu, Hao</searchLink><relatesTo>3,4</relatesTo><br /><searchLink fieldCode="AU" term="%22Chen%2C+Yulong%22">Chen, Yulong</searchLink><relatesTo>1,3</relatesTo><br /><searchLink fieldCode="AU" term="%22Han%2C+Daguang%22">Han, Daguang</searchLink><relatesTo>2,4</relatesTo>, <i>daguanghan@seu.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22Applied+Sciences+%282076-3417%29%22">Applied Sciences (2076-3417)</searchLink>; Sep2026, Vol. 16 Issue 17, p8582, 17p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=197044288
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      – Type: doi
        Value: 10.3390/app16178582
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      – Code: eng
        Text: English
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        PageCount: 17
        StartPage: 8582
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      – TitleFull: End-to-End Automated Wind-Induced Stress Simulation of Lattice Transmission Towers in Complex Terrain via Physics-Conserving PINN Wind-Field Reconstruction and Graph-Theory-Based DXF Parsing.
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            NameFull: Wang, Yu
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            NameFull: Liu, Ribiao
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            NameFull: Lai, Huanhuan
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            NameFull: Zhu, Hao
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            NameFull: Chen, Yulong
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            – D: 01
              M: 09
              Text: Sep2026
              Type: published
              Y: 2026
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