@misc{indiciaeca575940af2b, title = {From Rules to Reasoning: A Survey of Large Language Model-Based Approaches to Scientific Hypothesis and Idea Generation}, author = {Herron, Emily [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000273008172) and Lama, Vanessa [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0009000297382860) and Bouknight, Sedrick [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0009000197303555) and Ghosal, Tirthankar [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:000000022358522X)}, year = {2026}, doi = {10.1145/3815423}, url = {https://www.osti.gov/biblio/3385014}, note = {Source identifier: 3385014} }