AINeutralarXiv – CS AI · Jun 96/10
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FunctionEvolve: Structure-Guided Symbolic Regression with LLMs
FunctionEvolve is a new evolutionary framework that combines expression trees with LLM guidance to recover exact mathematical equations from data, achieving 82.9% accuracy on synthetic benchmarks—significantly outperforming prior symbolic regression methods by making the search process structure-aware rather than structure-blind.
🧠 Claude🧠 Opus