2019

  • PtCo/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, and *Mizuki Tada,
    The Journal of Physical Chemistry C, 123, 31, 18844-18853 (2019).
    Journal
  • 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, and *Yukio Takahashi,
    Communication Chemistry, Nature research, 2, 50 (2019).
    Journal
  • Application of materials informatics on crystalline materials for two-body terms approximation
    Van-Doan Nguyen, Tien-Lam Pham, *Hieu-Chi Dam,
    Computational Materials Science, 166, 155-161 (2019).
    Journal
  • 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, and *Hieu-Chi Dam,
    Journal of Physics: Materials, 2, 3 (2019).
    Journal

2018

  • Committee machine that votes for similarity between materials
    Duong-Nguyen Nguyen, Tien-Lam Pham, Viet-Cuong Nguyen, Tuan-Dung Ho, Truyen Tran, Keisuke Takahashi, and *Hieu-Chi Dam,
    IUCrJ, International Union of Crystallography, 5, 830–840 (2018).
    Journal
  • 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, and Hieu-Chi Dam
    The Journal of Chemical Physics，148，20，204106, 10, 2018/05/24
    Journal Software

  • Important Descriptors and Descriptor Groups of Curie Temperatures of Rare-earth Transition-metal Binary Alloys
    Hieu Chi Dam, Viet Cuong Nguyen, Tien Lam Pham, Anh Tuan Nguyen, Kiyoyuki Terakura, Takashi Miyake, Hiori Kino
    Journal of the Physical Society of Japan，掲載決定，掲載決定，掲載決定，掲載決定
    Journal

2017

  • Building Classification Trees on Japanese Stock Groups Partitioned by Network Clustering
    Takashi Isogai and Hieu-Chi Dam
    IEEJ Transactions on Electronics，Information, and Systems，137，10，1387, 6，2017
    Journal Software

  • Machine learning reveals orbital interaction in materials
    Tien-Lam Pham, Hiori Kino, Kiyoyuki Terakura, Takashi Miyake, Ichigaku Takigawa, Koji Tsuda, Hieu-Chi Dam
    Science and Technology of Advanced Materials，DOI: 10.1080/14686996.2017.137，2017
    Journal

2016

  • Novel mixture model for the representation of potential energy surfaces
    Tien Lam Pham, Hiori Kino, Kiyoyuki Terakura, Takashi Miyake and Hieu Chi Dam
    The Journal of Chemical Physics，145，15，154103，2016/09/22
    Journal Software

  • Ligand-Driven Exchange Coupling in Graphene-Based Magnetic Materials
    Nguyen Van Thanh, Nguyen Anh Tuan, Phạm Thi Tuan Anh, Nguyen Viet Cuong, Dam Hieu Chi
    Materials Transactions，57，10，1680-1684，2016/08/26
    Journal

  • Learning how to learn through experiential learning promoting metacognitive skills to improve knowledge co-creation ability
    Koji Tanaka, Hieu Chi Dam, Shigeto Kobayashi, Takashi Hashimoto, Mitsuru Ikeda
    Procedia Computer Science, Elsevier (in International Conference on Knowledge Management, ICKM 2016, 10-11 October 2016, Vienna, Austria)，99，146-156，2016/09/27
    Journal Software