@article{foundationmodelsurrogatesenabledataeffic, title = {Foundation-Model Surrogates Enable Data-Efficient Active Learning for Materials Discovery}, author = {Jeffrey Hu and Rongzhi Dong and Ying Feng and Ming Hu and Jianjun Hu}, year = {2026}, eprint = {2603.12567}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.12567}, }