RISR: Residual-Informed Scientific Equation Discovery with Large Language Models

Haobo Li, Wenshuo Zhang, Wenxiao Zhao +6

Symbolic regression combines structural search with numerical fitting, but aggregate fit scores do not describe how the remaining error varies across inputs. We introduce RISR, a r…