Machine learning evaluation of PI control effects on neutral equilibrium in bridge virtual pier systems.
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| Title: | Machine learning evaluation of PI control effects on neutral equilibrium in bridge virtual pier systems. |
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| Authors: | Sung WP; Department of Landscape Architecture, National Chin-Yi University of Technology, Taichung, 41170, Taiwan. wps@ncut.edu.tw., Shih MH; Department of Civil Engineering, National Chi-Nan University, Pu-Li, Nantou, 545, Taiwan. |
| Source: | Scientific reports [Sci Rep] 2025 Oct 21; Vol. 15 (1), pp. 36630. Date of Electronic Publication: 2025 Oct 21. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-025-20482-z |
