Idea Search: Guiding Tree Search with Ideas to Explore Diverse Scientific Methods

Xuefei Julie Wang, Hao Cui, Michael P. Brenner +1

Tree Search-based test-time scaling of LLMs is a powerful tool for automated scientific coding. However, pure Tree Search sometimes struggles with systematic exploration, becoming…