Research Articles

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Total: 54,554 articles • Showing 2 of 54,554
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SCMEO-DETR provides a lightweight and high efficiency solution for PCB defect detection based on RT-DETR.

Li Z; Chen S

Detecting problems on printed circuit boards is important to make sure electronics work well. This study made a new tool called SCMEO-DETR that finds tiny defects better than old methods, using clever ways to look at details and patterns. It was tested and worked really well, finding problems accurately while using less computer power.

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Adaptive feature fusion network for machine fault diagnosis with multiple knowledge based graphs.

Liu C; Han J; Zhang Y; Zhang Z; Gao H; Jia L

The paper talks about using a special kind of network, called graph neural networks, to help machines find problems more easily. The new method they made helps these networks work better even when there's a lot of noise, or extra stuff, in the signals from machines. They tested it out and found it helps machines figure out what's wrong more accurately.

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