@article{CTT100868440,
  author = {桑原光平 and 髙宮奎志朗 and 松岡昌志 and 翠川三郎},
  title = {機械学習を用いた日本全国の地盤の平均S波速度分布の予測},
  journal = {日本地震工学会論文集},
  year = 2021,
}

@article{CTT100852276,
  author = {桑原光平 and 松岡昌志},
  title = {機械学習を用いた日本全国の液状化危険度の推定},
  journal = {日本地震工学会論文集},
  year = 2021,
}

@inproceedings{CTT100898498,
  author = {松岡昌志 and 桑原光平 and 橋本 光史},
  title = {日本全国を対象にした新しいVs30マップを用いた地震動強さの推定精度について},
  booktitle = {地域安全学会梗概集},
  year = 2022,
}

@inproceedings{CTT100844348,
  author = {Kouhei Kuwabara and Haoyi XIU and Takayuki SHINOHARA and Masashi MATSUOKA},
  title = {Evaluation of Liquefaction Occurrence for Large Area: A Machine Learning Approach},
  booktitle = {Proc. 17th World Conference on Earthquake Engineering},
  year = 2020,
}