Multiscale Deformation Prediction of 4D-printed Composite Structures

1D Prediction

Random encoding

Encoding

Deformation

Custom encoding

Deformation

2D Prediction

Random encoding

Encoding

Deformation

Custom encoding

Deformation

Custom encoding and angle

Deformation

3D Prediction

Random encoding

Encoding

Deformation

Custom encoding

Deformation

Custom encoding and angle

Deformation