13 citations · 28 across the 5 of their papers we have counts for
5 papers
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…
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…
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.…
SynDroneVision: A Synthetic Dataset for Image-Based Drone Detection
Tamara R. Lenhard, Andreas Weinmann, Kai Franke +1
Developing robust drone detection systems is often constrained by the limited availability of large-scale annotated training data and the high costs associated with real-world data…
YOLO-FEDER FusionNet: A Novel Deep Learning Architecture for Drone Detection
Tamara R. Lenhard, Andreas Weinmann, Stefan Jäger +1
Predominant methods for image-based drone detection frequently rely on employing generic object detection algorithms like YOLOv5. While proficient in identifying drones against hom…