@article{jin2024machine, title={Machine learning-driven forward prediction and inverse design for 4D printed hierarchical architecture with arbitrary shapes}, author={Jin, Liuchao and Yu, Shouyi and Cheng, Jianxiang and Ye, Haitao and Zhai, Xiaoya and Jiang, Jingchao and Zhang, Kang and Jian, Bingcong and Bodaghi, Mahdi and Ge, Qi and Liao, Wei-Hsin}, journal={Applied Materials Today}, volume={40}, pages={102373}, year={2024}, publisher={Elsevier} }