COSINE jointly discovers latent interaction graphs and compact symbolic dynamical equations by using an LLM to iteratively prune and expand the function library based on optimization feedback.
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Interpretable Relational Inference with LLM-Guided Symbolic Dynamics Modeling
COSINE jointly discovers latent interaction graphs and compact symbolic dynamical equations by using an LLM to iteratively prune and expand the function library based on optimization feedback.