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Kato Shota  加藤 祥太

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加藤 祥太  カトウ ショウタ

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Researcher Number 60883402
Other IDs
Affiliation (Current) 2025: 京都大学, 情報学研究科, 助教
Affiliation (based on the past Project Information) *help 2022 – 2023: 京都大学, 情報学研究科, 助教
Review Section/Research Field
Principal Investigator
Basic Section 27020:Chemical reaction and process system engineering-related
Except Principal Investigator
Medium-sized Section 27:Chemical engineering and related fields
Keywords
Principal Investigator
プロセスシステム工学 / 化学工学 / デジタルツイン / 物理モデル / 言語モデル / 数式言語処理 / 人工知能 / 自然言語処理
Except Principal Investigator
デジタルツイン / プロセスシステム工学 … More / 化学工学 / 数式処理 / 自然言語処理 / 物理モデル / 第一原理モデル / 人工知能 Less
  • Research Projects

    (2 results)
  • Research Products

    (29 results)
  • Co-Researchers

    (1 People)
  •  製造プロセスの物理モデル自動構築AIのプロトタイプ開発Principal Investigator

    • Principal Investigator
      加藤 祥太
    • Project Period (FY)
      2023 – 2025
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 27020:Chemical reaction and process system engineering-related
    • Research Institution
      Kyoto University
  •  Development of Artificial Intelligence that Automatically builds first-principle models from the literature

    • Principal Investigator
      KANO Manabu
    • Project Period (FY)
      2021 – 2022
    • Research Category
      Grant-in-Aid for Challenging Research (Exploratory)
    • Review Section
      Medium-sized Section 27:Chemical engineering and related fields
    • Research Institution
      Kyoto University

All 2024 2023 2022 2021

All Journal Article Presentation

  • [Journal Article] Simple algorithm for judging equivalence of differential-algebraic equation systems2023

    • Author(s)
      Kato Shota、Zhang Chunpu、Kano Manabu
    • Journal Title

      Scientific Reports

      Volume: 13 Issue: 1

    • DOI

      10.1038/s41598-023-38254-y

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K13595
  • [Presentation] Prototype of Automated Physical Model Builder: Challenges and Opportunities2024

    • Author(s)
      Kato Shota、Kano Manabu
    • Organizer
      The joint Symposium combining the 34th European Symposium on Computer-Aided Process Engineering and the 15th International Symposium on Process Systems Engineering (ESCAPE34-PSE24)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K13595
  • [Presentation] 変数定義抽出におけるテンプレート文を活用したデータ拡張法2024

    • Author(s)
      永山 航太郎、加藤 祥太、加納 学
    • Organizer
      言語処理学会第30回年次大会(NLP2024)
    • Data Source
      KAKENHI-PROJECT-23K13595
  • [Presentation] 化学工学関連論文中の命名法と数式に基づく変数定義予測手法2023

    • Author(s)
      加藤 祥太,加納 学
    • Organizer
      第37回人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] 化学工学関連文書の変数を理解するための言語モデル構築手法2023

    • Author(s)
      加藤 祥太,張 純朴,山本 蒔志,加納 学
    • Organizer
      化学工学会第88年会
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] ChatGPTは化学工学関連論文から変数を抽出できるか?2023

    • Author(s)
      加藤 祥太、加納 学
    • Organizer
      化学工学会第54回秋季大会
    • Data Source
      KAKENHI-PROJECT-23K13595
  • [Presentation] 化学工学関連論文中の命名法に基づく変数定義予測手法2023

    • Author(s)
      加藤 祥太,加納 学
    • Organizer
      第255回自然言語処理研究会
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] Language model for understanding variables in documents on chemical engineering2023

    • Author(s)
      加藤 祥太
    • Organizer
      NII MathNL 2nd Seminar
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] Efficient physical model building algorithm using equations extracted from documents2023

    • Author(s)
      Shota Kato, Manau Kano
    • Organizer
      33rd European Symposium on Computer-aided Process Engineering (ESCAPE33)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] 文献から物理モデルを自動で構築する人工知能の実現に向けた課題2023

    • Author(s)
      加藤 祥太、加納 学
    • Organizer
      第66回自動制御連合講演会
    • Data Source
      KAKENHI-PROJECT-23K13595
  • [Presentation] 二段階のファインチューニングを行ったBERTによる変数定義抽出2023

    • Author(s)
      山本 蒔志,加藤 祥太,加納 学
    • Organizer
      言語処理学会第29回年次大会
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] 文献情報から物理モデルを自動生成するAIの開発2023

    • Author(s)
      加藤 祥太、永山 航太郎、加納 学
    • Organizer
      第17回ICTイノベーション
    • Data Source
      KAKENHI-PROJECT-23K13595
  • [Presentation] 化学工学分野の論文に含まれる命名法に基づく変数記号および定義の解析2023

    • Author(s)
      加藤 祥太,加納 学
    • Organizer
      言語処理学会第29回年次大会
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] ChatGPTは物理モデル自動構築にどこまで役立つか?2023

    • Author(s)
      加藤 祥太、永山 航太郎、加納 学
    • Organizer
      NLP若手の会 (YANS) 第18回シンポジウム
    • Data Source
      KAKENHI-PROJECT-23K13595
  • [Presentation] 数学的表現の構造的情報のトークン化手法によるProcessBERT の性能改善2023

    • Author(s)
      張 純朴,加藤 祥太,加納 学
    • Organizer
      言語処理学会第29回年次大会
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] Towards an automated physical model building system: CSTR Case Study2022

    • Author(s)
      Shota Kato
    • Organizer
      The 14th International Symposium on Process Systems Engineering (PSE2021+)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] Towards Automated Physical Model Builder2022

    • Author(s)
      加藤 祥太
    • Organizer
      NII MathNL 1st Seminar
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] 物理モデル自動構築に向けて:1)変数アノテーションツールの開発2022

    • Author(s)
      加藤祥太
    • Organizer
      化学工学会第87年会
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] 物理モデル自動構築AIの実現に向けたProcessBERTの構築2022

    • Author(s)
      加藤祥太
    • Organizer
      第9回計測自動制御学会制御部門マルチシンポジウム
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] 変数消去順序を考慮した数式群同義性判定手法2022

    • Author(s)
      加藤 祥太,張 純朴,加納 学
    • Organizer
      化学工学会第53回秋季大会
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] Towards An Automated Physical Model Builder: CSTR Case Study2022

    • Author(s)
      Shota Kato, Manabu Kano
    • Organizer
      The 14th International Symposium on Process Systems Engineering (PSE 2021+)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] 化学工学分野の専門用語を理解するBERTモデルの開発2022

    • Author(s)
      加藤 祥太,加納 学
    • Organizer
      NLP若手の会第17回シンポジウム
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] Variable Definition Extraction from Documents on Chemical Processes Utilizing Semantic Information on Variable Symbols and Definitions2022

    • Author(s)
      Masaki Numoto, Shota Kato, Manabu Kano
    • Organizer
      The 10th Asian Symposium on Process Systems Engineering (PSE Asia 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] Equivalence Judgment of Equation Groups Representing Process Dynamics2022

    • Author(s)
      Chunpu Zhang, Shota Kato, Manabu Kano
    • Organizer
      The 14th International Symposium on Process Systems Engineering (PSE 2021+)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] ProcessBERT: A Pre-trained Language Model for Judging Equivalence of Variable Definitions in Process Models2022

    • Author(s)
      Shota Kato, Kazuki Kanegami, Manabu Kano
    • Organizer
      13th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems (DYCOPS 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] 物理モデル自動構築に向けて:2)ProcessBERT化学工学のための事前学習言語モデル2022

    • Author(s)
      加藤祥太
    • Organizer
      化学工学会第87年会
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] Annotation Tool for Variable Extraction from Documents on Manufacturing Processes2022

    • Author(s)
      Shota Kato, Manabu Kano
    • Organizer
      The 10th Asian Symposium on Process Systems Engineering (PSE Asia 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] ProcessBERT: A Pre-trained Language Model for Judging Equivalence of Variable Definitions in Process Models2022

    • Author(s)
      Shota Kato
    • Organizer
      The 13th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems (DYCOPS)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K18849
  • [Presentation] 製造プロセスの物理モデルを文献から自動生成するAIの開発2021

    • Author(s)
      加藤祥太
    • Organizer
      NLP若手の会第16回シンポジウム
    • Data Source
      KAKENHI-PROJECT-21K18849
  • 1.  KANO Manabu (30263114)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 14 results

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