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Scopus Author ID: 57183536700

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Employment (2)

Japan Advanced Institute of Science and Technology: Nomi Shi, JP

2020-04-01 to present | Assistant Professor (Knowledge Science)
Employment
Source: Self-asserted source
Duong Nguyen NGUYEN

Japan Advanced Institute of Science and Technology: Nomi Shi, JP

2019-10-01 to 2020-03-31 | Post-doctoral researcher
Employment
Source: Self-asserted source
Duong Nguyen NGUYEN

Education and qualifications (3)

Japan Advanced Institute of Science and Technology: Nomi, Ishikawa, JP

2016-10-01 to 2019-10-01 | PhD (Knowledge Science)
Education
Source: Self-asserted source
Duong Nguyen NGUYEN

Aix-Marseille Université: Marseille, Provence-Alpes-Côte d'Azu, FR

2014-09-01 to 2015-07-01 | Master (P3TMA, Theoretical Physics, Particle Physics and Astronomy)
Education
Source: Self-asserted source
Duong Nguyen NGUYEN

Vietnam National University, Hanoi: Hanoi, VN

2010-09-01 to 2014-06-01 | Bachelor (Physics)
Education
Source: Self-asserted source
Duong Nguyen NGUYEN

Funding (2)

P3TMA AMidex program

2014-09 to 2015-07 | Award
Aix Marsei (Marseille, FR)
Source: Self-asserted source
Duong Nguyen NGUYEN

Grant-in-Aid for Early-Career Scientists

Grant
Japan Society for the Promotion of Science (Japan, JP)
Source: Self-asserted source
Duong Nguyen NGUYEN

Works (18)

Deep learning reveals key aspects to help interpret the structure-property relationships of materials

Research Square
2023 | Other
DOI: 10.21203/rs.3.rs-3017049
EID:

2-s2.0-85167540486
Contributors: Dam, H.-C.; Vu, T.-S.; Ha, M.-Q.; Nguyen, D.-N.; Nguyen, V.-C.; Abe, Y.; Tran, T.; Tran, H.; Kino, H.; Miyake, T. et al.
Source: Self-asserted source
Duong Nguyen NGUYEN via Scopus - Elsevier

Towards understanding structure–property relations in materials with interpretable deep learning

npj Computational Materials
2023-12-07 | Journal article
DOI: 10.1038/s41524-023-01163-9
Contributors: Tien-Sinh Vu; Minh-Quyet Ha; Duong-Nguyen Nguyen; Viet-Cuong Nguyen; Yukihiro Abe; Truyen Tran; Huan Tran; Hiori Kino; Takashi Miyake; Koji Tsuda et al.
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Machine learning-aided Genetic algorithm in investigating the structure–property relationship of SmFe12-based structures

Journal of Applied Physics
2023-02-14 | Journal article
DOI: 10.1063/5.0134821
Contributors: Duong-Nguyen Nguyen; Hieu-Chi Dam
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Evidence-based data mining method to reveal similarities between materials based on physical mechanisms

Journal of Applied Physics
2023-02-07 | Journal article
DOI: 10.1063/5.0134999
Contributors: Minh-Quyet Ha; Duong-Nguyen Nguyen; Viet-Cuong Nguyen; Hiori Kino; Yasunobu Ando; Takashi Miyake; Thierry Denœux; Van-Nam Huynh; Hieu-Chi Dam
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Explainable active learning in investigating structure–stability of SmFe12-α-βXαYβ structures X, Y {Mo, Zn, Co, Cu, Ti, Al, Ga}

MRS Bulletin
2023-01 | Journal article | Author
DOI: 10.1557/s43577-022-00372-9
Part of ISSN: 0883-7694
Part of ISSN: 1938-1425
Contributors: Duong Nguyen NGUYEN; Hiori Kino; Takashi Miyake; Hieu-Chi Dam
Source: Self-asserted source
Duong Nguyen NGUYEN
grade
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Variation of Local Structure and Reactivity of Pt/C Catalyst for Accelerated Degradation Test of Polymer Electrolyte Fuel Cell Visualized by Operando 3D CT‐XAFS Imaging

ChemNanoMat
2022-04 | Journal article
DOI: 10.1002/cnma.202200008
Part of ISSN: 2199-692X
Part of ISSN: 2199-692X
Contributors: Hirosuke Matsui; Nozomu Ishiguro; Yuanyuan Tan; Naoyuki Maejima; Yuta Muramoto; Tomoya Uruga; Kotaro Higashi; Duong‐Nguyen Nguyen; Hieu‐Chi Dam; Gabor Samjeské et al.
Source: Self-asserted source
Duong Nguyen NGUYEN
grade
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Evidence-based recommender system for high-entropy alloys

Nature Computational Science
2021-07-19 | Journal article
DOI: 10.1038/s43588-021-00097-w
Part of ISSN: 2662-8457
Contributors: Minh-Quyet Ha; Duong-Nguyen Nguyen; Nguyen Viet Cuong; Takahiro Nagata; Toyohiro Chikyow; Hiori KINO; Takashi Miyake; Thierry Denoeux; Van-Nam Huynh; Hieu-Chi DAM
Source: Self-asserted source
Duong Nguyen NGUYEN
grade
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Visualization of Structural Heterogeneities in Particles of Lithium Nickel Manganese Oxide Cathode Materials by Ptychographic X-ray Absorption Fine Structure

The Journal of Physical Chemistry Letters
2021-06-24 | Journal article
DOI: 10.1021/acs.jpclett.1c01445
Part of ISSN: 1948-7185
Part of ISSN: 1948-7185
Contributors: Hideshi Uematsu; Nozomu Ishiguro; Masaki Abe; Shuntaro Takazawa; Jungmin Kang; Eiji Hosono; Nguyen Duong Nguyen; Hieu Chi Dam; Masashi Okubo; Yukio Takahashi
Source: Self-asserted source
Duong Nguyen NGUYEN

Erratum: Ensemble learning reveals dissimilarity between rare-earth transition metal binary alloys with respect to the Curie temperature (JPhys Materials (2019) 2 (034009) DOI: 10.1088/2515-7639/AB1738)

JPhys Materials
2020 | Journal article
DOI: 10.1088/2515-7639/ab5e0d
EID:

2-s2.0-85103795357

Part of ISSN: 25157639
Contributors: Nguyen, D.-N.; Pham, T.-L.; Nguyen, V.-C.; Kino, H.; Miyake, T.; Dam, H.-C.
Source: Self-asserted source
Duong Nguyen NGUYEN via Scopus - Elsevier

Explainable machine learning for materials discovery: predicting the potentially formable Nd–Fe–B crystal structures and extracting the structure–stability relationship

IUCrJ
2020-11-01 | Journal article
DOI: 10.1107/S2052252520010088
Contributors: Tien-Lam Pham; Duong-Nguyen Nguyen; Minh-Quyet Ha; Hiori Kino; Takashi Miyake; Hieu-Chi Dam
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Boron cage effects on Nd–Fe–B crystal structure’s stability

The Journal of Chemical Physics
2020-09-21 | Journal article
DOI: 10.1063/5.0015977
Contributors: Duong-Nguyen Nguyen; Duc-Anh Dao; Takashi Miyake; Hieu-Chi Dam
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Influence of rare-earth on the microstructure and mechanical properties of high manganese steel under impact load

Acta Metallurgica Slovaca
2019 | Journal article
DOI: 10.12776/ams.v25i3.1309
EID:

2-s2.0-85073448363

Part of ISSN: 13381156 13351532
Contributors: Nguyen, D.N.; Nguyen, D.-N.; Pham, M.K.
Source: Self-asserted source
Duong Nguyen NGUYEN via Scopus - Elsevier

A regression-based model evaluation of the Curie temperature of transition-metal rare-earth compounds

Journal of Physics: Conference Series
2019-10-01 | Journal article
DOI: 10.1088/1742-6596/1290/1/012009
Part of ISSN: 1742-6588
Part of ISSN: 1742-6596
Contributors: Duong-Nguyen Nguyen; Tien-Lam Pham; Viet-Cuong Nguyen; Anh-Tuan Nguyen; Hiori Kino; Takashi Miyake; Hieu-Chi Dam
Source: Self-asserted source
Duong Nguyen NGUYEN
grade
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Pt–Co/C Cathode Catalyst Degradation in a Polymer Electrolyte Fuel Cell Investigated by an Infographic Approach Combining Three-Dimensional Spectroimaging and Unsupervised Learning

The Journal of Physical Chemistry C
2019-08-08 | Journal article
DOI: 10.1021/acs.jpcc.9b05005
Part of ISSN: 1932-7447
Part of ISSN: 1932-7455
Contributors: Yuanyuan Tan; Hirosuke Matsui; Nozomu Ishiguro; Tomoya Uruga; Duong-Nguyen Nguyen; Oki Sekizawa; Tomohiro Sakata; Naoyuki Maejima; Kotaro Higashi; Hieu Chi Dam et al.
Source: Self-asserted source
Duong Nguyen NGUYEN
grade
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Ensemble learning reveals dissimilarity between rare-earth transition-metal binary alloys with respect to the Curie temperature

Journal of Physics: Materials
2019-07-01 | Journal article
DOI: 10.1088/2515-7639/ab1738
Part of ISSN: 2515-7639
Contributors: Duong-Nguyen Nguyen; Tien-Lam Pham; Viet-Cuong Nguyen; Hiori Kino; Takashi Miyake; Hieu-Chi DAM
Source: Self-asserted source
Duong Nguyen NGUYEN
grade
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Oxygen-diffusion-driven oxidation behavior and tracking areas visualized by X-ray spectro-ptychography with unsupervised learning

Communications Chemistry
2019-04-26 | Journal article
DOI: 10.1038/s42004-019-0147-y
Part of ISSN: 2399-3669
Contributors: Makoto Hirose; Nozomu Ishiguro; Kei Shimomura; Duong-Nguyen Nguyen; Hirosuke Matsui; Hieu Chi Dam; Mizuki Tada; Yukio Takahashi
Source: Self-asserted source
Duong Nguyen NGUYEN
grade
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Committee machine that votes for similarity between materials

IUCrJ
2018-11-01 | Journal article
DOI: 10.1107/S2052252518013519
Contributors: Duong-Nguyen Nguyen; Tien-Lam Pham; Viet-Cuong Nguyen; Tuan-Dung Ho; Truyen Tran; Keisuke Takahashi; Hieu-Chi Dam
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Learning structure-property relationship in crystalline materials: A study of lanthanide–transition metal alloys

The Journal of Chemical Physics
2018-05-28 | Journal article
DOI: 10.1063/1.5021089
Part of ISSN: 0021-9606
Part of ISSN: 1089-7690
Contributors: Tien-Lam Pham; Nguyen-Duong Nguyen; Van-Doan Nguyen; Hiori Kino; Takashi Miyake; Hieu-Chi Dam
Source: Self-asserted source
Duong Nguyen NGUYEN
grade
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