Interpretable Relational Inference with LLM-Guided Symbolic Dynamics Modeling

Xiaoxiao Liang, Juyuan Zhang, Liming Pan +1

Inferring latent interaction structures from observed dynamics is a fundamental inverse problem in many-body interacting systems. Most neural approaches rely on black-box surrogate…