17 citations · 31 across the 4 of their papers we have counts for
6 papers
Generative AI in Industrial Machine Vision -- A Review
Hans Aoyang Zhou, Dominik Wolfschläger, Constantinos Florides +7
Machine vision enhances automation, quality control, and operational efficiency in industrial applications by enabling machines to interpret and act on visual data. While tradition…
Estimating Pore Location of PBF-LB/M Processes with Segmentation Models
Hans Aoyang Zhou, Jan Theunissen, Marco Kemmerling +3
Reliably manufacturing defect free products is still an open challenge for Laser Powder Bed Fusion processes. Particularly, pores that occur frequently have a negative impact on me…
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series
Zhipeng Ma, Marco Kemmerling, Daniel Buschmann +3
Causal inference is a fundamental research topic for discovering the cause-effect relationships in many disciplines. However, not all algorithms are equally well-suited for a given…
Beyond Games: A Systematic Review of Neural Monte Carlo Tree Search Applications
Marco Kemmerling, Daniel Lütticke, Robert H. Schmitt
The advent of AlphaGo and its successors marked the beginning of a new paradigm in playing games using artificial intelligence. This was achieved by combining Monte Carlo tree sear…
Feedback-Gated Rectified Linear Units
Marco Kemmerling
Feedback connections play a prominent role in the human brain but have not received much attention in artificial neural network research. Here, a biologically inspired feedback mec…
Investigation of reinforcement learning for shape optimization of profile extrusion dies
Clemens Fricke, Daniel Wolff, Marco Kemmerling +1
Profile extrusion is a continuous production process for manufacturing plastic profiles from molten polymer. Especially interesting is the design of the die, through which the melt…