A pipeline that uses SysML diagrams enhanced by NLP and LLMs to automatically generate dynamical system computational models from unstructured text, demonstrated on a simple pendulum with better results than zero-shot LLMs.
Lphrase Lphrase >0 The maximum number of words allowed in a phrase in the BDD diagram 3-5 words depending on the engineering domain
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Text to model via SysML: Automated generation of dynamical system computational models from unstructured natural language text via enhanced System Modeling Language diagrams
A pipeline that uses SysML diagrams enhanced by NLP and LLMs to automatically generate dynamical system computational models from unstructured text, demonstrated on a simple pendulum with better results than zero-shot LLMs.