A continuous Bayesian network regression model for estimating seismic liquefaction-induced settlement of the free-field ground.
An object of class bn.fit. Refer to the documentation of bnlearn for details.
A Gaussian Bayesian network to predict seismic liquefaction-induced settlement. The Bayesian network is learned using the data available from the referenced paper. The vertices are:
Hu, J., Xiong, B., Zhang, Z., & Wang, J. (2023). A continuous Bayesian network regression model for estimating seismic liquefaction-induced settlement of the free-field ground. Earthquake Engineering & Structural Dynamics, 52(11), 3216-3237.