Example machine learning implementation to predict the residual bending moment capacity of corroded reinforced concrete beams tested under monotonic three or four-point bending. Data is collected from 54 experimental programs available in the literature.
machine-learning
random-forest
artificial-neural-networks
structural-engineering
generalized-additive-models
engin
beams
gradient-boosting-regressor
corrosion
reinforced-concrete
multivariate-adaptive-regression-splines
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Updated
Jun 28, 2024 - Python