NGUYEN DuongNguyen NGUYEN DuongNguyen

Researcher Number	20879978
Other IDs
Affiliation (based on the past Project Information) *help	2021 – 2023: 北陸先端科学技術大学院大学, 先端科学技術研究科, 助教
Review Section/Research Field	Principal Investigator Basic Section 26010:Metallic material properties-related
Keywords	Principal Investigator REFe12 magnets / materials exploration / SmFe12 / active learning / evidence-based theory / Sm-Fe magnets / Dempster-Shafer theory / rare-earths magnets / structure prediction / materials discovery

Query-and-Learn Machine Learning framework to model the stability mechanism of REFe12 magnetsPrincipal Investigator
- Principal Investigator
  
  NGUYEN DuongNguyen
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 26010:Metallic material properties-related
- Research Institution
  Japan Advanced Institute of Science and Technology

All 2024 2023 2022 2021

All Journal Article Presentation

[Journal Article] Evidence-based data mining method to reveal similarities between materials based on physical mechanisms2023
- Author(s)
  Ha Minh-Quyet、Nguyen Duong-Nguyen、Nguyen Viet-Cuong、Kino Hiori、Ando Yasunobu、Miyake Takashi、Denoeux Thierry、Huynh Van-Nam、Dam Hieu-Chi
- Journal Title
  
  Journal of Applied Physics
  
  Volume: 133 Issue: 5 Pages: 053904-053904
- DOI
  10.1063/5.0134999
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K05301, KAKENHI-PROJECT-21K14396, KAKENHI-PLANNED-19H05815, KAKENHI-PROJECT-23K23299
[Journal Article] Machine learning-aided Genetic algorithm in investigating the structure property relationship of SmFe12-based structures2023
- Author(s)
  Nguyen Duong-Nguyen、Dam Hieu-Chi
- Journal Title
  
  Journal of Applied Physics
  
  Volume: 133 Issue: 6 Pages: 063902-063902
- DOI
  10.1063/5.0134821
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14396, KAKENHI-PROJECT-20K05301, KAKENHI-PLANNED-19H05815
[Journal Article] Explainable active learning in investigating structure stability of SmFe12-α-βXαYβ structures X, Y {Mo, Zn, Co, Cu, Ti, Al, Ga}2022
- Author(s)
  Nguyen Duong-Nguyen、Kino Hiori、Miyake Takashi、Dam Hieu-Chi
- Journal Title
  
  MRS Bulletin
  
  Volume: 48 Issue: 1 Pages: 31-44
- DOI
  10.1557/s43577-022-00372-9
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K14396, KAKENHI-PROJECT-20K05301, KAKENHI-PLANNED-19H05815
[Journal Article] Evidence-based recommender system for high-entropy alloys2021
- Author(s)
  Minh-Quyet Ha, Duong-Nguyen Nguyen, Viet-Cuong Nguyen, Takahiro Nagata, Toyohiro Chikyow, Hiori Kino, Takashi Miyake, Thierry Denoeux, Van-Nam Huynh, Hieu-Chi Dam
- Journal Title
  
  Nature Computational Science
  
  Volume: 1 Issue: 7 Pages: 470-478
- DOI
  10.1038/s43588-021-00097-w
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-19H05815, KAKENHI-PROJECT-20K05068, KAKENHI-PROJECT-20K05301, KAKENHI-PROJECT-21K14396, KAKENHI-PROJECT-21H01375
[Journal Article] Visualization of Structural Heterogeneities in Particles of Lithium Nickel Manganese Oxide Cathode Materials by Ptychographic X-ray Absorption Fine Structure2021
- Author(s)
  Uematsu Hideshi、Ishiguro Nozomu、Abe Masaki、Takazawa Shuntaro、Kang Jungmin、Hosono Eiji、Nguyen Nguyen Duong、Dam Hieu Chi、Okubo Masashi、Takahashi Yukio
- Journal Title
  
  The Journal of Physical Chemistry Letters
  
  Volume: 12 Issue: 24 Pages: 5781-5788
- DOI
  10.1021/acs.jpclett.1c01445
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K15375, KAKENHI-PLANNED-19H05815, KAKENHI-PLANNED-19H05816, KAKENHI-PROJECT-18H05253, KAKENHI-PROJECT-21K14396, KAKENHI-PLANNED-19H05814
[Presentation] Multi-objective virtual screening with structure prompting2024
- Author(s)
  Nguyen Duong-Nguyen, Kino Hiori, Miyake Takashi, Dam Hieu-Chi
- Organizer
  Sixty-third Sanibel Symposium
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14396
[Presentation] An Application of Evidence Theory for Revealing Similarity Between Materials Based on Physical Mechanisms2023
- Author(s)
  Ha Minh-Quyet, Nguyen Duong-Nguyen, Dam Hieu-Chi
- Organizer
  11th International Conference on Materials for Advanced Technologies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14396
[Presentation] An Application of Evidence Theory for Revealing Similarity Between Materials Based on Physical Mechanisms2023
- Author(s)
  Minh-Quyet HA, Duong-Nguyen NGUYEN, Hieu-Chi DAM
- Organizer
  11th International Conference on Materials for Advanced Technologies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14396
[Presentation] Machine learning-aided Genetic Algorithm in investigating structure-stability relationship of SmFe12 based structures2023
- Author(s)
  Nguyen Duong-Nguyen, Kino Hiori, Miyake Takashi, Dam Hieu-Chi
- Organizer
  Materials Research Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14396
[Presentation] Query-and-learn Based Active Learning Framework for Screening New SmFe12 Structures2023
- Author(s)
  Duong-Nguyen NGUYEN, Hieu-Chi DAM
- Organizer
  11th International Conference on Materials for Advanced Technologies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14396
[Presentation] Query-and-learn Based Active Learning Framework for Screening New SmFe12 Structures2023
- Author(s)
  Nguyen Duong-Nguyen, Dam Hieu-Chi
- Organizer
  11th International Conference on Materials for Advanced Technologies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14396
[Presentation] Active learning in discovery SmFe12－x－yAxBy magnets A, B as Mo, Zn, Co, Cu, Ti, Al, Ga2021
- Author(s)
  NGUYEN Duong Nguyen, DAM Hieu Chi
- Organizer
  XXXII IUPAP Conference on Computational Physics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14396
[Presentation] Application of evidence theory to recommend solvent mixtures for chemical exfoliation of graphite2021
- Author(s)
  Minh Quyet Ha, NGUYEN Duong Nguyen, DAM Hieu Chi
- Organizer
  XXXII IUPAP Conference on Computational Physics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14396
[Presentation] Explainable active learning to investigate the structure-stability of SmFe12-a-BX a Y structures X, Y = {Mo, n, Co, Cu, Ti, Al, Ga}2021
- Author(s)
  NGUYEN Duong Nguyen, DAM Hieu Chi
- Organizer
  Materials Research Meeting 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14396
[Presentation] Deep attention model for extracting material structure-property relationships2021
- Author(s)
  Vu Tien-Sinh, DINH Duy Tai, NGUYEN Duong Nguyen, DAM Hieu Chi
- Organizer
  XXXII IUPAP Conference on Computational Physics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14396
[Presentation] Elucidating atomic-scale phenomena with transmission electron microscopy: a study of gold nanocontact2021
- Author(s)
  Dao Duc-Anh, NGUYEN Duong Nguyen, DAM Hieu Chi
- Organizer
  XXXII IUPAP Conference on Computational Physics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14396

1. HIEU Chi Dam

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results
2. 石黒志

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

NGUYEN DuongNguyen NGUYEN DuongNguyen

Research Projects

Research Products

Co-Researchers

Query-and-Learn Machine Learning framework to model the stability mechanism of REFe12 magnetsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Evidence-based data mining method to reveal similarities between materials based on physical mechanisms2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Machine learning-aided Genetic algorithm in investigating the structure property relationship of SmFe12-based structures2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Explainable active learning in investigating structure stability of SmFe12-α-βXαYβ structures X, Y {Mo, Zn, Co, Cu, Ti, Al, Ga}2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Evidence-based recommender system for high-entropy alloys2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Visualization of Structural Heterogeneities in Particles of Lithium Nickel Manganese Oxide Cathode Materials by Ptychographic X-ray Absorption Fine Structure2021

Author(s)

Journal Title

DOI

Data Source

[Presentation] Multi-objective virtual screening with structure prompting2024

Author(s)

Organizer

Data Source

[Presentation] An Application of Evidence Theory for Revealing Similarity Between Materials Based on Physical Mechanisms2023

Author(s)

Organizer

Data Source

[Presentation] An Application of Evidence Theory for Revealing Similarity Between Materials Based on Physical Mechanisms2023

Author(s)

Organizer

Data Source

[Presentation] Machine learning-aided Genetic Algorithm in investigating structure-stability relationship of SmFe12 based structures2023

Author(s)

Organizer

Data Source

[Presentation] Query-and-learn Based Active Learning Framework for Screening New SmFe12 Structures2023

Author(s)

Organizer

Data Source

[Presentation] Query-and-learn Based Active Learning Framework for Screening New SmFe12 Structures2023

Author(s)

Organizer

Data Source

[Presentation] Active learning in discovery SmFe12－x－yAxBy magnets A, B as Mo, Zn, Co, Cu, Ti, Al, Ga2021

Author(s)

Organizer

Data Source

[Presentation] Application of evidence theory to recommend solvent mixtures for chemical exfoliation of graphite2021

Author(s)

Organizer

Data Source

[Presentation] Explainable active learning to investigate the structure-stability of SmFe12-a-BX a Y structures X, Y = {Mo, n, Co, Cu, Ti, Al, Ga}2021

Author(s)

Organizer

Data Source

[Presentation] Deep attention model for extracting material structure-property relationships2021

Author(s)

Organizer

Data Source

[Presentation] Elucidating atomic-scale phenomena with transmission electron microscopy: a study of gold nanocontact2021

Author(s)

Organizer

Data Source