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The muon g-2/EDM experiment at J-PARC aims to precisely measure the muon’s magnetic moment, driven by discrepancies between theory and previous experiments. A key challenge is the fast reconstruction of positron tracks from muon decays, which is currently done using the Hough transformation. To overcome computational delays, we explore a GPU-based solution to accelerate track finding through parallel processing. Early results are promising, though further optimizations are needed for high-pileup scenarios.

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GPU Based Track Finding for Muon g−2/EDM Experiment at J-PARC

  • 会议论文

  • 发表日期：

    2025年

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  • H. Chetri,
  • S. Sandilya,
  • D. Samuel,
  • T. Mibe,
  • T. Yamanaka,
  • T. Suehara

摘要

The muon g-2/EDM experiment at J-PARC aims to precisely measure the muon’s magnetic moment, driven by discrepancies between theory and previous experiments. A key challenge is the fast reconstruction of positron tracks from muon decays, which is currently done using the Hough transformation. To overcome computational delays, we explore a GPU-based solution to accelerate track finding through parallel processing. Early results are promising, though further optimizations are needed for high-pileup scenarios.