Accurate Real-Time Prediction of Nonlinear Deformation in Hyperelastic Cylinders under Axial Loading

The proposed clustering adaptive Gaussian process regression (CAG) method can accurately and efficiently predict the nonlinear deformation of hyperelastic cylinders under axial stretching and compression, outperforming traditional Gaussian process regression with uniform sampling.