Bayesian prediction of flexural capacity for corroded precast slabs strengthened with UHPC overlays
Published: 4 February 2026| Version 1 | DOI: 10.17632/4js9mc9mh2.1
Contributors:
kui chen, jiale huDescription
Data, Code, and Methods for "Bayesian prediction of flexural capacity for corroded precast slabs strengthened with UHPC overlays".
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Steps to reproduce
This study first calibrates a finite element model using experimental results and subsequently constructs a simulated test database covering multiple corrosion levels and parameter combinations based on the validated model. Building upon this database, a two‑stage least‑squares–MCMC Bayesian inference framework is developed to enable efficient probabilistic prediction of the flexural capacity of UHPC‑strengthened corroded precast slabs under limited experimental data.
Institutions
- Changsha University of Science and TechnologyHunan, Changsha
Categories
Civil Engineering, Civil Engineering Structure