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Discovery of New Superconducting Materials Using Materials Informatics

28 Aug, 2018
(28 Aug, 2018 Update)

A NIMS-Ehime University joint research team succeeded in discovering new materials that exhibit superconductivity under high pressures using materials informatics approaches.

(“Two pressure-induced superconducting transitions in SnBi2Se4 explored by data-driven materials search: new approach to developing novel functional materials including thermoelectric and superconducting materials,” Ryo Matsumoto, Zhufeng Hou, Hiroshi Hara, Shintaro Adachi, Hiroyuki Takeya, Tetsuo Irifune, Kiyoyuki Terakura, and Yoshihiko Takano; Applied Physics Express on 1 August 2018; doi:10.7567/APEX.11.093101)

A NIMS-Ehime University joint research team succeeded in discovering new materials that exhibit superconductivity under high pressures using materials informatics (MI) approaches (data science-based material search techniques). This study experimentally demonstrated that MI enables efficient exploration of new superconducting materials. MI approaches may be applicable to the development of various functional materials, including superconductors.

Superconducting materials—which enable long-distance electricity transmission without energy loss in the absence of electrical resistance—are considered to be a key technology in solving environmental and energy issues. The conventional approach by researchers searching for new superconducting materials or other materials has been to rely on published information on material properties, such as crystalline structures and valence numbers, and their own experience and intuition. However, this approach is time-consuming, costly and very difficult because it requires extensive and exhaustive synthesis of related materials. As such, demand has been high for the development of new methods enabling more efficient exploration of new materials with desirable properties.

This joint research team took advantage of the AtomWork database, which contains more than 100,000 pieces of data on inorganic crystal structures. The team first selected approximately 1,500 candidate material groups whose electronic states could be determined through calculation. The team then narrowed this list to 27 materials with desirable superconducting properties by actually performing electronic state calculations. From these 27, two materials—SnBi2Se4 and PbBi2Te4—were ultimately chosen because they were relatively easy to synthesize.
The team synthesized these two materials and confirmed that they exhibit superconductivity under high pressures using an electrical resistivity measuring device. The team also found that the superconducting transition temperatures of these materials increase with increasing pressure. This data science-based approach, which is completely different from the conventional approaches, enabled identification and efficient and precise development of superconducting materials.

Experiments revealed that these newly discovered materials may have superb thermoelectric properties in addition to superconductivity. The method we developed may be applicable to the development of various functional materials, including superconductors. In future studies, we hope to discover innovative functional materials, such as room-temperature superconducting materials, by including a wider range of materials in our studies and increasing the accuracy of the parameters relevant to desirable properties.

This project was carried out by a research team led by Yoshihiko Takano (Group Leader, MANA, NIMS), Ryo Matsumoto (JSPS Researcher, MANA, NIMS), Zhufeng Hou (Special Researcher, MaDIS, NIMS), Kiyoyuki Terakura (Executive Advisor, MaDIS, NIMS) and Tetsuo Irifune (Director of the Geodynamics Research Center, Ehime University). Part of this project was conducted in conjunction with another project entitled “Development of electrical conductivity measuring devices and the search for new superconductors under extreme pressure” funded by JSPS Grants-in-Aid for Scientific Research (Grant No. JP17J05926). In addition, this project was funded by the JST CREST program entitled “Scientific innovation for energy harvesting technology” (Grant No. JPMJCR16Q6) and the Premier Research Institute for Ultrahigh-pressure Sciences (PRIUS), Ehime University.

This research is scheduled to be published in the September 2018 issue of Applied Physics Express, an international journal of the Japan Society of Applied Physics. It has already been published in the online version of this journal as a “Spotlight” article. In addition, we plan to present it at the Physical Society of Japan Conference (September 10, Doshisha University), at the E-MRS Conference (September 17, Warsaw University of Technology) and during NIMS WEEK 2018 (October 16, Tokyo International Forum).

Superconductor search process concept: Candidate materials are selected from a database by means of calculation and subjected to high pressure to determine their superconducting properties.

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(Regarding this research)

Yoshihiko Takano
Group Leader, Nano Frontier Superconducting Materials Group, MANA, NIMS


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Tetsuo Irifune
Director of the Geodynamics Research Center, Ehime University


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