Development of FPGA-based neural network regression models for the ATLAS Phase-II barrel muon trigger upgrade

Effective selection of muon candidates is the cornerstone of the LHC physics programme.The ATLAS experiment uses a two-level trigger system for real-time selection of interesting collision events.The first-level hardware trigger system uses the Resistive Plate Chamber detector (RPC) Glass Server for selecting muon candidates in the central (barrel)

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A New Type of Misaligned Journal Bearing with Flexible Structure

A flexible structure is applied to improve the lubrication performance of a misaligned journal bearing.The journal bearing is a representative sliding bearing, and there is damage due to metal-to-metal contact as a result of misalignment.Since misalignment is an unavoidable phenomenon, a journal bearing with a flexible structure was proposed as a w

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CTTGAN: Traffic Data Synthesizing Scheme Based on Conditional GAN

Most machine learning algorithms only have a good recognition rate on balanced datasets.However, in the field of malicious traffic identification, benign traffic on the network Mens is far greater than malicious traffic, and the network traffic dataset is imbalanced, which makes the algorithm have a low identification rate for small categories of m

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