Real-time Anomaly Detection at the L1 Trigger of CMS Experiment · HackerPapers discussions

Real-time Anomaly Detection at the L1 Trigger of CMS Experiment — mentioned by intoXbox

Sat, 28 Mar 2026 09:11:29 GMT

They used a custom neural net with autoencoders, which contain convolutional layers. They trained it on previous experiment data. https://arxiv.org/html/2411.19506v1 Why is it so hard to elaborate what AI algorithm / technique they integrate? Would have made this article much better

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Real-time Anomaly Detection at the L1 Trigger of CMS Experiment — mentioned by LeoWattenberg

Sat, 28 Mar 2026 08:39:42 GMT

It's not an LLM, it is a purpose built model. https://arxiv.org/html/2411.19506v1 5 years ago we would've called it a Machine Learning algorithm. 5 years before that, a Big Data algorithm.

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