HERWAN Jonny ＨＥＲＷＡＮＪＯＮＮＹ

… Alternative Names

HERWAN JONNY ヘルワンジョニー

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Researcher Number	80868969
Affiliation (Current)	2022: 国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 研究員
Affiliation (based on the past Project Information) *help	2020 – 2021: 国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 研究員
Review Section/Research Field	Except Principal Investigator Basic Section 60100:Computational science-related
Keywords	Except Principal Investigator データ同化 / ディープラーニング / 特徴同化 / 切削FEM / 加工画像

Development of Image-based Deep Data Assimilation Method and Application to Metal Cutting Simulation
- Principal Investigator
  
  三坂孝志
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60100:Computational science-related
- Research Institution
  National Institute of Advanced Industrial Science and Technology

All 2021 2020

All Journal Article Presentation

[Journal Article] Turning Process Monitoring with Deep Neural Network Trained by FEM Simulation2021
- Author(s)
  Misaka Takashi、Herwan Jonny、Ogura Ichiro、Furukawa Yoshiyuki
- Journal Title
  
  Procedia CIRP
  
  Volume: 104 Pages: 376-380
- DOI
  10.1016/j.procir.2021.11.063
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11859
[Journal Article] Deep neural network-based cost function for metal cutting data assimilation2020
- Author(s)
  Misaka Takashi、Herwan Jonny、Kano Seisuke、Sawada Hiroyuki、Furukawa Yoshiyuki
- Journal Title
  
  The International Journal of Advanced Manufacturing Technology
  
  Volume: 107 Pages: 385-398
- DOI
  10.1007/s00170-020-04984-w
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11859
[Presentation] Turning Process Monitoring with Deep Neural Network Trained by FEM Simulation2021
- Author(s)
  三坂孝志、Herwan Jonny、小倉一朗、古川慈之
- Organizer
  54th CIRP Conference on Manufacturing Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11859

1. 三坂孝志 (20645139)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
2. 古川慈之 (20392657)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results

HERWAN Jonny ＨＥＲＷＡＮＪＯＮＮＹ

HERWAN JONNY ヘルワンジョニー

Research Projects

Research Products

Co-Researchers

Development of Image-based Deep Data Assimilation Method and Application to Metal Cutting Simulation

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Turning Process Monitoring with Deep Neural Network Trained by FEM Simulation2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Deep neural network-based cost function for metal cutting data assimilation2020

Author(s)

Journal Title

DOI

Data Source

[Presentation] Turning Process Monitoring with Deep Neural Network Trained by FEM Simulation2021

Author(s)

Organizer

Data Source

HERWAN Jonny ＨＥＲＷＡＮ ＪＯＮＮＹ

HERWAN JONNY ヘルワン ジョニー

Research Projects

Research Products

Co-Researchers

Development of Image-based Deep Data Assimilation Method and Application to Metal Cutting Simulation

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Turning Process Monitoring with Deep Neural Network Trained by FEM Simulation2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Deep neural network-based cost function for metal cutting data assimilation2020

Author(s)

Journal Title

DOI

Data Source

[Presentation] Turning Process Monitoring with Deep Neural Network Trained by FEM Simulation2021

Author(s)

Organizer

Data Source

HERWAN Jonny ＨＥＲＷＡＮＪＯＮＮＹ

HERWAN JONNY ヘルワンジョニー