Emma Pajak

Sketch2Simulation: Automating Flowsheet Generation Via Multi-Agent Large Language Models

Sketch2Simulation is introduced, a unified computational framework that automates flowsheet generation directly from raw engineering diagrams using a multi-agent large language model (LLM) architecture, improving scalability, interpretability, and robustness compared to monolithic LLM approaches.