Discovering Ordinary Differential Equations with LLM-Based Qualitative and Quantitative Evaluation

Sum Kyun Song, Bong Gyun Shin, Jae Yong Lee

Discovering governing differential equations from observational data is a fundamental challenge in scientific machine learning. Existing symbolic regression approaches rely primari…