2026-10-15T17:55:24Z https://data.mendeley.com/oai

oai:data.mendeley.com/5jws9g65yf.1 2026-09-08T08:25:46Z

Pruksawan, Sirawit Experimental dataset for simulation-free inverse design of 4D-printed shape-morphing materials Mendeley Data This dataset contains 150 paired samples of 2D precursor patterns and their corresponding experimentally measured, hydration-actuated shape images for a 4D-printed bilayer hydrogel system. Used to train and evaluate the forward and inverse Pix2Pix conditional generative adversarial networks. Image Database Dataset doi:10.17632/5jws9g65yf.1 oai:data.mendeley.com/5jws9g65yf.1 Creative Commons Attribution 4.0 International http://creativecommons.org/licenses/by/4.0 https://data.mendeley.com/datasets/5jws9g65yf 2026-09-08T08:25:46Z