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cs.LG2025
Strategies for training point distributions in physics-informed neural networks
Santosh Humagain, Toni Schneidereit
Physics-informed neural networks approach the approximation of differential equations by directly incorporating their structure and given conditions in a loss function. This enable…
cs.CV2025
Object detection characteristics in a learning factory environment using YOLOv8
Toni Schneidereit, Stefan Gohrenz, Michael Breuß
AI-based object detection, and efforts to explain and investigate their characteristics, is a topic of high interest. The impact of, e.g., complex background structures with simila…