Matsukawa Yoshiya 松川嘉也

Researcher Number	30882477
Other IDs
Affiliation (Current)	2025: 東北大学, 工学研究科, 准教授
Affiliation (based on the past Project Information) *help	2020 – 2024: 東北大学, 工学研究科, 助教
Review Section/Research Field	Principal Investigator Basic Section 19020:Thermal engineering-related / 0301:Mechanics of materials, production engineering, design engineering, fluid engineering, thermal engineering, mechanical dynamics, robotics, aerospace engineering, marine and maritime engineering, and related fields Except Principal Investigator Basic Section 19020:Thermal engineering-related
Keywords	Principal Investigator すす / 熱分解 / 核発生 / 多環芳香族炭化水素 / 炭素 / カーボンナノ粒子 / 核生成 / ナノ粒子 / 固体原料供給 / Carbon … More / Pyrolysis / PAH / Soot / 固体炭素 / Database / CFD / Tabulated Chemistry … More Except Principal Investigator Stefan-Maxwell式 / 詳細化学反応機構 / 固体燃料 / ガス化反応 / 大規模シミュレーション / コークス / 水性ガスシフト反応 / ニューラルネットワーク / 大規模計算 / DAEM / Neural network / CFD / Large scale simulation / X-ray CT / Coke / ラジカル / 不均一反応 / シミュレーション / 単一粒子 / 数値解 / 燃焼 / 物質移動 / 熱移動 Less

Effects of Reactions between Polycyclic Aromatic Hydrocarbons on the Critical Diameter of Carbon NanoparticlePrincipal Investigator
- Principal Investigator
  
  松川嘉也
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 19020:Thermal engineering-related
- Research Institution
  Tohoku University
Kinetics and modelling of chemical reactions on the surface and vicinity of solid fuels
- Principal Investigator
  
  松下洋介
- Project Period (FY)
  2021 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 19020:Thermal engineering-related
- Research Institution
  Hirosaki University
Large-scale gasification simulation with structural changes considering diffusion in porous solid fuels and homogeneous reactions
- Principal Investigator
  
  Aoki Hideyuki
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 19020:Thermal engineering-related
- Research Institution
  Tohoku University
Mechanism of Carbon Nanoparticle Formation from Polycyclic Aromatic HydrocarbonsPrincipal Investigator
- Principal Investigator
  
  Matsukawa Yoshiya
- Project Period (FY)
  2021 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 19020:Thermal engineering-related
- Research Institution
  Tohoku University
Tabulated Chemistry for Pyrolysis Reactions with Carbon ProductionPrincipal Investigator
- Principal Investigator
  
  Matsukawa Yoshiya
- Project Period (FY)
  2020 – 2021
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  0301:Mechanics of materials, production engineering, design engineering, fluid engineering, thermal engineering, mechanical dynamics, robotics, aerospace engineering, marine and maritime engineering, and related fields
- Research Institution
  Tohoku University

All 2024 2023 2022 2021

All Journal Article Presentation

[Journal Article] New criteria to select reasonable hyperparameters for kinetic parameter estimation in distributed activation energy model (DAEM) by using neural network2024
- Author(s)
  Shinji Wakimoto, Yoshiya Matsukawa, Hideyuki Aoki
- Journal Title
  
  Chemical Engineering Science
  
  Volume: 285 Pages: 119597-119597
- DOI
  10.1016/j.ces.2023.119597
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K03911
[Journal Article] Modeling of Water Gas Shift Reaction Using Neural Network Trained on Detailed Kinetic Mechanisms2024
- Author(s)
  Kohei Yamaguchi, Yoshiya Matsukawa, Yui Numazawa, Hideyuki Aoki
- Journal Title
  
  Chemical Engineering Journal
  
  Volume: in press Pages: 151659-151659
- DOI
  10.1016/j.cej.2024.151659
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K03911
[Journal Article] Neural network estimation of kinetic parameters in distributed activation energy model (DAEM) without a priori assumptions for parallel reaction system2023
- Author(s)
  Wakimoto Shinji、Matsukawa Yoshiya、Numazawa Yui、Matsushita Yohsuke、Aoki Hideyuki
- Journal Title
  
  Fuel
  
  Volume: 343 Pages: 127836-127836
- DOI
  10.1016/j.fuel.2023.127836
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K03911
[Presentation] Formation of Carbon Nanoparticles from Mono- and Poly-cyclic Aromatic Hydrocarbons2023
- Author(s)
  Yoshiya MATSUKAWA, Renta KATO, Hideyuki AOKI
- Organizer
  日本化学会東北支部80周年記念国際会議
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K26046
[Presentation] カーボンナノ粒子に関わる反応・生成モデル2023
- Author(s)
  松川嘉也
- Organizer
  第31回東北支部若手の会セミナー
- Data Source
  KAKENHI-PROJECT-23K26046
[Presentation] 多環芳香族炭化水素に含まれる五員環がすすの生成に及ぼす影響2023
- Author(s)
  加藤蓮大, 松川嘉也, 青木秀之
- Organizer
  化学工学会第54回秋季大会
- Data Source
  KAKENHI-PROJECT-23K26046
[Presentation] 多環芳香族炭化水素を原料とした熱分解で生じるすすについての検討2023
- Author(s)
  加藤蓮大, 松川嘉也, 青木秀之
- Organizer
  化学工学会第88年会
- Data Source
  KAKENHI-PROJECT-21K14086
[Presentation] 単一粒子周りの熱・物質移動を考慮したバイオマスチャーの燃焼シミュレーション2023
- Author(s)
  森岡聡真, 松川嘉也, 青木秀之, 松下洋介
- Organizer
  第25回化学工学会学生発表会
- Data Source
  KAKENHI-PROJECT-21K03891
[Presentation] New Method to Estimate Kinetic Parameters in Distributed Activation Energy Model (DAEM) by Using Neural Network2022
- Author(s)
  S. Wakimoto, Y. Matsukawa, Y. Numazawa, Y. Matsushita, H. Aoki
- Organizer
  The 39th Annual Pittsburgh Coal Conference
- Data Source
  KAKENHI-PROJECT-21K03911
[Presentation] 火炎中のラジカルによる不均一反応を考慮した固体燃料粒子の燃焼解析2022
- Author(s)
  加藤徹大, 小林智博, 石母田健悟, 松川嘉也, 松下洋介, 青木秀之
- Organizer
  化学工学会第52回秋季大会
- Data Source
  KAKENHI-PROJECT-21K03891
[Presentation] 様々な温度における水性ガスシフト反応の反応速度に関する機械学習2022
- Author(s)
  山口航平, 沼澤結, 松川嘉也, 青木秀之
- Organizer
  第22回日本伝熱学会東北支部学生発表会
- Data Source
  KAKENHI-PROJECT-21K03911
[Presentation] ニューラルネットワークを用いた水性ガスシフト反応の反応速度の推定における温度と希釈ガス濃度の影響2022
- Author(s)
  山口航平, 沼澤結, 松川嘉也, 青木秀之
- Organizer
  第59回石炭科学会議
- Data Source
  KAKENHI-PROJECT-21K03911
[Presentation] ニューラルネットワークとDistributed Activation Energy Model (DAEM)を用いたコークスのガス化反応性の解析2021
- Author(s)
  脇本真治，沼澤結，松川嘉也，松下洋介，青木秀之
- Organizer
  第23 回先端研究発表会
- Data Source
  KAKENHI-PROJECT-21K03911

1. Aoki Hideyuki (40241533)

# of Collaborated Projects: 2 results

# of Collaborated Products: 9 results
2. 松下洋介 (80431534)

# of Collaborated Projects: 2 results

# of Collaborated Products: 5 results

Matsukawa Yoshiya 松川 嘉也

Research Projects

Research Products

Co-Researchers

Effects of Reactions between Polycyclic Aromatic Hydrocarbons on the Critical Diameter of Carbon NanoparticlePrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Kinetics and modelling of chemical reactions on the surface and vicinity of solid fuels

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Large-scale gasification simulation with structural changes considering diffusion in porous solid fuels and homogeneous reactions

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Mechanism of Carbon Nanoparticle Formation from Polycyclic Aromatic HydrocarbonsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Tabulated Chemistry for Pyrolysis Reactions with Carbon ProductionPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] New criteria to select reasonable hyperparameters for kinetic parameter estimation in distributed activation energy model (DAEM) by using neural network2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Modeling of Water Gas Shift Reaction Using Neural Network Trained on Detailed Kinetic Mechanisms2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Neural network estimation of kinetic parameters in distributed activation energy model (DAEM) without a priori assumptions for parallel reaction system2023

Author(s)

Journal Title

DOI

Data Source

[Presentation] Formation of Carbon Nanoparticles from Mono- and Poly-cyclic Aromatic Hydrocarbons2023

Author(s)

Organizer

Data Source

[Presentation] カーボンナノ粒子に関わる反応・生成モデル2023

Author(s)

Organizer

Data Source

[Presentation] 多環芳香族炭化水素に含まれる五員環がすすの生成に及ぼす影響2023

Author(s)

Organizer

Data Source

[Presentation] 多環芳香族炭化水素を原料とした熱分解で生じるすすについての検討2023

Author(s)

Organizer

Data Source

[Presentation] 単一粒子周りの熱・物質移動を考慮したバイオマスチャーの燃焼シミュレーション2023

Author(s)

Organizer

Data Source

[Presentation] New Method to Estimate Kinetic Parameters in Distributed Activation Energy Model (DAEM) by Using Neural Network2022

Author(s)

Organizer

Data Source

[Presentation] 火炎中のラジカルによる不均一反応を考慮した固体燃料粒子の燃焼解析2022

Author(s)

Organizer

Data Source

[Presentation] 様々な温度における水性ガスシフト反応の反応速度に関する機械学習2022

Author(s)

Organizer

Matsukawa Yoshiya 松川嘉也