Machine learning reveals orbital interaction in materials
Lam Pham, Tien, Kino, Hiori, Terakura, Kiyoyuki, Miyake, Takashi, Tsuda, Koji, Takigawa, Ichigaku, Chi Dam, Hieu
Published in Science and technology of advanced materials (26.10.2017)
Published in Science and technology of advanced materials (26.10.2017)
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Evidence-based data mining method to reveal similarities between materials based on physical mechanisms
Ha, Minh-Quyet, Nguyen, Duong-Nguyen, Nguyen, Viet-Cuong, Kino, Hiori, Ando, Yasunobu, Miyake, Takashi, Denœux, Thierry, Huynh, Van-Nam, Dam, Hieu-Chi
Published in Journal of applied physics (07.02.2023)
Published in Journal of applied physics (07.02.2023)
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Journal Article
Pt–Co/C Cathode Catalyst Degradation in a Polymer Electrolyte Fuel Cell Investigated by an Infographic Approach Combining Three-Dimensional Spectroimaging and Unsupervised Learning
Tan, Yuanyuan, Matsui, Hirosuke, Ishiguro, Nozomu, Uruga, Tomoya, Nguyen, Duong-Nguyen, Sekizawa, Oki, Sakata, Tomohiro, Maejima, Naoyuki, Higashi, Kotaro, Dam, Hieu Chi, Tada, Mizuki
Published in Journal of physical chemistry. C (08.08.2019)
Published in Journal of physical chemistry. C (08.08.2019)
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Journal Article
Learning structure-property relationship in crystalline materials: A study of lanthanide–transition metal alloys
Pham, Tien-Lam, Nguyen, Nguyen-Duong, Nguyen, Van-Doan, Kino, Hiori, Miyake, Takashi, Dam, Hieu-Chi
Published in The Journal of chemical physics (28.05.2018)
Published in The Journal of chemical physics (28.05.2018)
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Journal Article
A regression-based model evaluation of the Curie temperature of transition-metal rare-earth compounds
Nguyen, Duong-Nguyen, Pham, Tien-Lam, Nguyen, Viet-Cuong, Nguyen, Anh-Tuan, Kino, Hiori, Miyake, Takashi, Dam, Hieu-Chi
Published in Journal of physics. Conference series (01.10.2019)
Published in Journal of physics. Conference series (01.10.2019)
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Journal Article
Solvent screening for efficient chemical exfoliation of graphite
Nu Thanh Ton, Nhan, Ha, Minh-Quyet, Ikenaga, Takuma, Thakur, Ashutosh, Dam, Hieu-Chi, Taniike, Toshiaki
Published in 2d materials (01.01.2021)
Published in 2d materials (01.01.2021)
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Journal Article
Evidence-based recommender system for high-entropy alloys
Ha, Minh-Quyet, Nguyen, Duong-Nguyen, Nguyen, Viet-Cuong, Nagata, Takahiro, Chikyow, Toyohiro, Kino, Hiori, Miyake, Takashi, Denœux, Thierry, Huynh, Van-Nam, Dam, Hieu-Chi
Published in Nature Computational Science (01.07.2021)
Published in Nature Computational Science (01.07.2021)
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Journal Article
Towards understanding structure–property relations in materials with interpretable deep learning
Vu, Tien-Sinh, Ha, Minh-Quyet, Nguyen, Duong-Nguyen, Nguyen, Viet-Cuong, Abe, Yukihiro, Tran, Truyen, Tran, Huan, Kino, Hiori, Miyake, Takashi, Tsuda, Koji, Dam, Hieu-Chi
Published in npj computational materials (07.12.2023)
Published in npj computational materials (07.12.2023)
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Journal Article
Machine learning-derived reaction statistics for 3D spectroimaging of copper sulfidation in heterogeneous rubber/brass composites
Matsui, Hirosuke, Muramoto, Yuta, Niwa, Ryusei, Kakubo, Takashi, Amino, Naoya, Uruga, Tomoya, Ha, Minh-Quyet, Dinh, Duy-Tai, Dam, Hieu-Chi, Tada, Mizuki
Published in Communications materials (01.12.2023)
Published in Communications materials (01.12.2023)
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Journal Article
Explainable machine learning for materials discovery: predicting the potentially formable Nd–Fe–B crystal structures and extracting the structure–stability relationship
Pham, Tien-Lam, Nguyen, Duong-Nguyen, Ha, Minh-Quyet, Kino, Hiori, Miyake, Takashi, Dam, Hieu-Chi
Published in IUCrJ (01.11.2020)
Published in IUCrJ (01.11.2020)
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Journal Article
Thermoelectric Properties and Carrier Localization in Ultrathin Layer of Nb‐Doped MoS2
Thi, Pham Xuan, Miyata, Masanobu, Van Ngoc, Huynh, Lam, Pham Tien, Tung, Nguyen Thanh, Muruganathan, Manoharan, Tue, Phan Trong, Akabori, Masashi, Chi, Dam Hieu, Mizuta, Hiroshi, Takamura, Yuzuru, Koyano, Mikio
Published in physica status solidi (b) (01.09.2018)
Published in physica status solidi (b) (01.09.2018)
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Journal Article
Learning Materials Properties from Orbital Interactions
Pham, Tien-Lam, Dang, Tran-Thai, Nguyen, Van-Doan, Kino, Hiori, Miyake, Takashi, Dam, Hieu-Chi
Published in Journal of physics. Conference series (01.10.2019)
Published in Journal of physics. Conference series (01.10.2019)
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Journal Article
Committee machine that votes for similarity between materials
Nguyen, Duong-Nguyen, Pham, Tien-Lam, Nguyen, Viet-Cuong, Ho, Tuan-Dung, Tran, Truyen, Takahashi, Keisuke, Dam, Hieu-Chi
Published in IUCrJ (01.11.2018)
Published in IUCrJ (01.11.2018)
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Journal Article
Ensemble learning reveals dissimilarity between rare-earth transition-metal binary alloys with respect to the Curie temperature
Nguyen, Duong-Nguyen, Pham, Tien-Lam, Nguyen, Viet-Cuong, Kino, Hiori, Miyake, Takashi, Dam, Hieu-Chi
Published in JPhys materials (01.07.2019)
Published in JPhys materials (01.07.2019)
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Journal Article
Mussel-mimetic strong adhesive resin from bio-base polycoumarates
KANEKO, Daisaku, SIQING WANG, MATSUMOTO, Keitaro, KINUGAWA, Shougo, YASAKI, Katsuaki, HIEU CHI, Dam, KANEKO, Tatsuo
Published in Polymer journal (01.10.2011)
Published in Polymer journal (01.10.2011)
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Journal Article
Three-Dimensional Visualization of Adsorption Distribution in a Single Crystalline Particle of a Metal–Organic Framework
Yamada, Emina, Sakamoto, Hirotoshi, Matsui, Hirosuke, Uruga, Tomoya, Sugimoto, Kunihisa, Ha, Minh-Quyet, Dam, Hieu-Chi, Matsuda, Ryotaro, Tada, Mizuki
Published in Journal of the American Chemical Society (03.04.2024)
Published in Journal of the American Chemical Society (03.04.2024)
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