PhyDrawGen: Physically Grounded Diagram Generation from Natural Language

PhyDrawGen is a neuro-symbolic pipeline designed to generate physically accurate physics diagrams from natural language text, outperforming existing models in adhering to physical laws. It leverages a large language model for scene graph extraction and a deterministic solver to enforce physical and geometric constraints.