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2023年度核データ+PHITS合同研究会/Joint Symposium on Nuclear Data and PHITS in 2023

15–17 Nov 2023
東海村産業・情報プラザ「アイヴィル(iVil)」
Asia/Tokyo timezone

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Session

Nuclear data generation by combining machine learning and nuclear reaction models/機械学習と核反応模型を組み合わせた核データ生成

15 Nov 2023, 16:00
東海村産業・情報プラザ「アイヴィル(iVil)」

東海村産業・情報プラザ「アイヴィル(iVil)」

東海村舟石川東三丁目1番1号

Conveners

Nuclear data generation by combining machine learning and nuclear reaction models/機械学習と核反応模型を組み合わせた核データ生成

  • Shoto WATANABE (Hokkaido Univ.)

Presentation materials

watanabe_oral.pdf
  1. 33. Nuclear data generation by combining machine learning and nuclear reaction models/機械学習と核反応模型を組み合わせた核データ生成
    Shoto/証斗 Watanabe/渡辺 (Hokkaido University/北海道大学)

    In recent years, there have been many attempts to generate nuclear data using machine learning. Following this trend, we are trying to generate nuclear data by combining machine learning and nuclear reaction models. In this presentation, we will present the award-winning paper " Nuclear data generation by machine learning (I) application to angular distributions for nucleon-nucleus scattering"...

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