We have done innovative research on the prediction of changes within 3D-shapes over time, a subject with limited prior exploration due to the scarcity of publicly available 3D data with temporal dimensions. This presentation aims to address the challenges of transitioning from 2D models to a 3D context. To facilitate audience comprehension, we will illustrate our points using practical examples.