@article{discoverylearningacceleratesbatterydesig, title = {Discovery Learning accelerates battery design evaluation}, author = {Jiawei Zhang and Yifei Zhang and Baozhao Yi and Yao Ren and Qi Jiao and Hanyu Bai and Weiran Jiang and Ziyou Song}, year = {2025}, eprint = {2508.06985}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.06985}, }