3 papers
cs.LG2026
Simulation Code Generation for Fluid Systems using Large Language Models: Benchmarking Models and Prompting Strategies
Jan Marius Stürmer, Jascha Knack, Tobias Koch +1
Large language models (LLMs) have demonstrated a strong ability to generate syntactically correct code from natural-language specifications. In this study, we explore how LLMs can…
cs.CV2025
From Engineering Diagrams to Graphs: Digitizing P&IDs with Transformers
Jan Marius Stürmer, Marius Graumann, Tobias Koch
Digitizing engineering diagrams like Piping and Instrumentation Diagrams (P&IDs) plays a vital role in maintainability and operational efficiency of process and hydraulic systems.…
cs.CV2025
Rotation Invariance in Floor Plan Digitization using Zernike Moments
Marius Graumann, Jan Marius Stürmer, Tobias Koch
Nowadays, a lot of old floor plans exist in printed form or are stored as scanned raster images. Slight rotations or shifts may occur during scanning. Bringing floor plans of this…