Residual stiffness and fatigue cycle test data for six types of glass fiber-reinforced composites, along with the probabilistic random forest algorithm
Description
The composite material random alternating loads data and model code has been used in the paper “Prediction of residual stiffness of composite materials under random vibration loading using a combined probabilistic random forest and probabilistic stiffness model” in ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering.
The codes include the data used for Fig. 6, Fig. 8, and Fig. 10.
Random forest.ipynb is used in this paper for probabilistic random forest stiffness prediction.
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Tags
- random-vibration-loading
- stiffness-prediction
- probabilistic-random-forest
- composite-material