@article{hypoevolvegeneticalgorithmsenablemultiag, title = {HypoEvolve: Genetic Algorithms Enable Multi-Agent LLMs to Discover Scientific Hypotheses}, author = {Jieyuan Liu and Mengzhou Hu and Jefferson Chen and JungHo Kong and Pratibha Jagannatha and Yiming Gao and Dexter Pratt and Hsin-Yuan Lee and Zhiting Hu and Trey Ideker and Wei Wang and Eric P. Xing and Zhen Wang}, year = {2026}, eprint = {2609.15938}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2609.15938}, }