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NGUYEN, Duong Nguyen Assistant Professor
Knowledge Science, Co-Creative Intelligence

Published Papers

12 items
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
Hirosuke Matsui, Nozomu Ishiguro, Yuanyuan Tan, Naoyuki Maejima, Yuta Muramoto, Tomoya Uruga, Kotaro Higashi, Duong Nguyen Nguyen, Hieu Chi Dam, Gabor Samjeské, Mizuki Tada
ChemNanoMat, 8, 4, -, 2022
Evidence-based recommender system for high-entropy alloys
Minh-Quyet Ha, Duong-Nguyen Nguyen, Viet-Cuong Nguyen, Takahiro Nagata, Toyohiro Chikyow, Hiori Kino, Takashi Miyake, Thierry Denœux, Van-Nam Huynh, Hieu-Chi Dam
Nature Computational Science, 1, 7, 470-478, 2021
Visualization of Structural Heterogeneities in Particles of Lithium Nickel Manganese Oxide Cathode Materials by Ptychographic X-ray Absorption Fine Structure.
Hideshi Uematsu, Nozomu Ishiguro, Masaki Abe, Shuntaro Takazawa, Jungmin Kang, Eiji Hosono, Nguyen Duong Nguyen, Hieu Chi Dam, Masashi Okubo, Yukio Takahashi
The journal of physical chemistry letters, 12, 24, 5781-5788, 2021
Explainable machine learning for materials discovery: predicting the potentially formable Nd-Fe-B crystal structures and extracting the structure-stability relationship.
Tien-Lam Pham, Duong-Nguyen Nguyen, Minh-Quyet Ha, Hiori Kino, Takashi Miyake, Hieu-Chi Dam
IUCrJ, 7, Pt 6, 1036-1047, 2020
Boron cage effects on Nd-Fe-B crystal structure's stability.
Duong-Nguyen Nguyen, Duc-Anh Dao, Takashi Miyake, Hieu-Chi Dam
The Journal of chemical physics, 153, 11, 114111-114111, 2020
Ensemble learning reveals dissimilarity between rare-earth transition metal binary alloys with respect to the Curie temperature.
Duong-Nguyen Nguyen, Tien-Lam Pham, Viet-Cuong Nguyen, Hiori Kino, Takashi Miyake, Hieu-Chi Dam
CoRR, abs/2008.08818, 1, -, 2020
Pt-Co/C Cathode Catalyst Degradation in a Polymer Electrolyte Fuel Cell Investigated by an Infographic Approach Combining Three-Dimensional Spectroimaging and Unsupervised Learning
Yuanyuan Tan, Hirosuke Matsui, Nozomu Ishiguro, Tomoya Uruga, Duong-Nguyen Nguyen, Oki Sekizawa, Tomohiro Sakata, Naoyuki Maejima, Kotaro Higashi, Hieu Chi Dam, Mizuki Tada
JOURNAL OF PHYSICAL CHEMISTRY C, 123, 31, 18844-18853, 2019
Oxygen-diffusion-driven oxidation behavior and tracking areas visualized by X-ray spectro-ptychography with unsupervised learning
Makoto Hirose, Nozomu Ishiguro, Kei Shimomura, Duong-Nguyen Nguyen, Hirosuke Matsui, Hieu Chi Dam, Mizuki Tada, Yukio Takahashi
COMMUNICATIONS CHEMISTRY, 2, 1, -, 2019
INFLUENCE OF RARE-EARTH ON THE MICROSTRUCTURE AND MECHANICAL PROPERTIES OF HIGH MANGANESE STEEL UNDER IMPACT LOAD
Duong Nam Nguyen, Duong-Nguyen Nguyen, Mai Khanh Pham
ACTA METALLURGICA SLOVACA, 25, 3, 158-165, 2019
A regression-based model evaluation of the Curie temperature of transition-metal rare-earth compounds
Duong-Nguyen Nguyen, Tien-Lam Pham, Viet-Cuong Nguyen, Anh-Tuan Nguyen, Hiori Kino, Takashi Miyake, Hieu-Chi Dam
XXX IUPAP CONFERENCE ON COMPUTATIONAL PHYSICS, 1290, 1, -, 2019
Committee machine that votes for similarity between materials.
Duong-Nguyen Nguyen, Tien-Lam Pham, Viet-Cuong Nguyen, Tuan-Dung Ho, Truyen Tran, Keisuke Takahashi, Hieu-Chi Dam
IUCrJ, 5, Pt 6, 830-840, 2018
Learning structure-property relationship in crystalline materials: A study of lanthanide-transition metal alloys.
Tien-Lam Pham, Nguyen-Duong Nguyen, Van-Doan Nguyen, Hiori Kino, Takashi Miyake, Hieu-Chi Dam
The Journal of chemical physics, 148, 20, 204106-204106, 2018