@article{bayesevolveexplicitbeliefstatesforautono, title = {BayesEvolve: Explicit Belief States for Autonomous Scientific Discovery}, author = {Xuening Wu and Shan Yu and Qianya Xu and Shenqin Yin}, year = {2026}, eprint = {2606.30335}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.30335}, }