1 citations · 1 across the 7 of their papers we have counts for
7 papers
Are Foundation Models Ready for Industrial Defect Recognition? A Reality Check on Real-World Data
Simon Baeuerle, Pratik Khanna, Nils Friederich +4
Foundation Models (FMs) have shown impressive performance on various text and image processing tasks. They can generalize across domains and datasets in a zero-shot setting. This c…
Rapid AI-based generation of coverage paths for dispensing applications
Simon Baeuerle, Ian F. Mendonca, Kristof Van Laerhoven +2
Coverage Path Planning of Thermal Interface Materials (TIM) plays a crucial role in the design of power electronics and electronic control units. Up to now, this is done manually b…
Coverage Path Planning for Thermal Interface Materials
Simon Baeuerle, Andreas Steimer, Ralf Mikut
Thermal management of power electronics and Electronic Control Units is crucial in times of increasing power densities and limited assembly space. Electric and autonomous vehicles…
Iterative Cluster Harvesting for Wafer Map Defect Patterns
Alina Pleli, Simon Baeuerle, Michel Janus +3
Unsupervised clustering of wafer map defect patterns is challenging because the appearance of certain defect patterns varies significantly. This includes changing shape, location,…
MLOps for Scarce Image Data: A Use Case in Microscopic Image Analysis
Angelo Yamachui Sitcheu, Nils Friederich, Simon Baeuerle +3
Nowadays, Machine Learning (ML) is experiencing tremendous popularity that has never been seen before. The operationalization of ML models is governed by a set of concepts and meth…
Rapid Flow Behavior Modeling of Thermal Interface Materials Using Deep Neural Networks
Simon Baeuerle, Marius Gebhardt, Jonas Barth +2
Thermal Interface Materials (TIMs) are widely used in electronic packaging. Increasing power density and limited assembly space pose high demands on thermal management. Large cooli…
CAD2Real: Deep learning with domain randomization of CAD data for 3D pose estimation of electronic control unit housings
Simon Baeuerle, Jonas Barth, Elton Renato Tavares de Menezes +2
Electronic control units (ECUs) are essential for many automobile components, e.g. engine, anti-lock braking system (ABS), steering and airbags. For some products, the 3D pose of e…