AI RESEARCH
PhyDrawGen: Physically Grounded Diagram Generation from Natural Language
arXiv CS.AI
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ArXi:2605.30512v1 Announce Type: new Generating physics diagrams from text requires strict adherence to physical laws. While current generative models produce visually plausible outputs, they systematically hallucinate force vectors, ignore conservation laws, and violate geometric constraints. We present PhyDrawGen, a neuro-symbolic pipeline that decouples semantic scene understanding from physical constraint satisfaction. First, a large language model extracts a typed scene graph from the problem text.