@article{bridgingtheoryandexperimentinmaterials, title = {Bridging Theory and Experiment in Materials Discovery: Machine-Learning-Assisted Prediction of Synthesizable Structures}, author = {Yu Xin and Peng Liu and Zhuohang Xie and Wenhui Mi and Pengyue Gao and Hong Jian Zhao and Jian Lv and Yanchao Wang and Yanming Ma}, year = {2025}, eprint = {2505.09161}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.09161v1}, }