The paper calibrates Gehlen's chloride diffusion model using Bayesian optimization and four corrosion wire sensor break times from a test bridge, and compares it with a neural network that is acknowledged to overfit.
Chloride transport in concrete: theory and application,
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Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data
The paper calibrates Gehlen's chloride diffusion model using Bayesian optimization and four corrosion wire sensor break times from a test bridge, and compares it with a neural network that is acknowledged to overfit.