Civil engineering & AI researcher, focused on physics-informed modeling for structural/material analysis.
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School of Transportation and Surveying Engineering, Shenyang Jianzhu University
- Shenyang, Liaoning
- https://www.researchgate.net/profile/Deyu-Liang
- https://orcid.org/0009-0004-4042-8826
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FRP-RC-Shear
FRP-RC-Shear PublicOpen-source platform for shear capacity prediction of FRP-reinforced concrete beams — design codes + ensemble ML
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LLX2026-drying-shrinkage-predictor
LLX2026-drying-shrinkage-predictor PublicPython desktop application for concrete drying-shrinkage prediction using the LLX2026 nine-parameter formulation, with single, CSV batch, and empirical prediction-interval outputs.
Python
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pea-pgnn
pea-pgnn PublicPrior-anchored, structure-preserving neural prediction for time-dependent engineering responses
Python
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pea-pgnn-drying-shrinkage-gui
pea-pgnn-drying-shrinkage-gui PublicWindows engineering workbench for PEA-PGNN concrete drying-shrinkage prediction, safe formula trials, batch calculation, and PDF reports.
Python
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