Skip to main content Accessibility help
×
×
Home

Progress in nanoinformatics and informational materials science

  • Atsuto Seko (a1), Kazuaki Toyoura (a2), Shunsuke Muto (a3), Teruyasu Mizoguchi (a4) and Scott Broderick (a5)...

Abstract

Data-centric approaches have become increasingly popular in materials science, also known as informational materials science. Nanostructures often play essential roles in materials properties. Nanoinformatics is an important subset of informational materials science and a powerful tool for characterization and design of nanostructures. It allows discovery of meaningful and useful information and patterns from experimental and theoretical data and databases. This article reviews progress in nanoinformatics and informational materials science. Data-centric approaches for materials property description, construction of interatomic potentials, discovery of new inorganic compounds, efficient characterization of ionic transport and interfacial structures, hyperspectral image data analysis, and design of catalytic nanoparticles are outlined.

Copyright

References

Hide All
1.Tanaka, I., Ed., Nanoinformatics (Springer, Singapore, 2018).
2.Seko, A., Hayashi, H., Nakayama, K., Takahashi, A., Tanaka, I., Phys. Rev. B Condens. Matter 95, 144110 (2017).
3.Seko, A., Maekawa, T., Tsuda, K., Tanaka, I., Phys. Rev. B Condens. Matter 89, 054303 (2014).
4.Seko, A., Togo, A., Hayashi, H., Chaput, L., Tsuda, K., Tanaka, I., Phys. Rev. Lett. 115, 205901 (2015).
5.Lee, J., Seko, A., Shitara, K., Nakayama, K., Tanaka, I., Phys. Rev. B Condens. Matter 93, 115104 (2016).
6.Behler, J., Parrinello, M., Phys. Rev. Lett. 98, 146401 (2007).
7.Bartók, A.P., Payne, M.C., Kondor, R., Csányi, G., Phys. Rev. Lett. 104, 136403 (2010).
8.Seko, A., Takahashi, A., Tanaka, I., Phys. Rev. B Condens. Matter 90, 024101 (2014).
9.Seko, A., Takahashi, A., Tanaka, I., Phys. Rev. B Condens. Matter 92, 054113 (2015).
10.Takahashi, A., Seko, A., Tanaka, I., Phys. Rev. Mater. 1, 063801 (2017).
11.Takahashi, A., Seko, A., Tanaka, I., J. Chem. Phys. 148, 234106 (2018).
12.Seko, A., Hayashi, H., Kashima, H., Tanaka, I., Phys. Rev. Mater. 2, 013805 (2018).
13.Seko, A., Hayashi, H., Tanaka, I., J. Chem. Phys. 148, 241719 (2018).
14.Kanamori, K., Toyoura, K., Honda, J., Hattori, K., Seko, A., Karasuyama, M., Shitara, K., Shiga, M., Kuwabara, A., Takeuchi, I., Phys. Rev. B Condens. Matter 97, 125124 (2018).
15.Toyoura, K., Hirano, D., Seko, A., Shiga, M., Kuwabara, A., Karasuyama, M., Shitara, K., Takeuchi, I., Phys. Rev. B Condens. Matter 93, 054112 (2016).
16.Kiyohara, S., Oda, H., Miyata, T., Mizoguchi, T., Sci. Adv. 2, e1600746 (2016).
17.Kiyohara, S., Oda, H., Tsuda, K., Mizoguchi, T., Jpn. J. Appl. Phys. 55, 2 (2016).
18.Kikuchi, S., Oda, H., Kiyohara, S., Mizoguchi, T., Physica B 532, 24 (2016).
19.Oda, H., Kiyohara, S., Tsuda, K., Mizoguchi, T., J. Phys. Soc. Jpn. 86, 123601 (2017).
20.Shiga, M., Tatsumi, K., Muto, S., Tsuda, K., Yamamoto, Y., Mori, T., Tanji, T., Ultramicroscopy 170, 43 (2016).
21.Kojima, Y., Muto, S., Tatsumi, K., Kondo, H., Oka, H., Horibuchi, K., Ukyo, Y., J. Power Sources 196, 7721 (2011).
22.Muto, S., Tatsumi, K., Microscopy 66, 39 (2017).
23.Spiegelberg, J., Muto, S., Ohtsuka, M., Pelckmans, K., Rusz, J., Ultramicroscopy 182, 205 (2017).
24.Cichocki, A., Mandic, D.P., De Lathauwer, L., Zhou, G., Zhao, Q., Caiafa, C.F., Phan, A.H., IEEE Signal Process. Mag. 32, 145 (2015).
25.Sorber, L., Van Barel, M., De Lathauwer, L., IEEE J. Sel. Top. Signal Process. 9, 586 (2015).
26.Rusz, J., Muto, S., Spiegelberg, J., Adam, R., Tatsumi, K., Bürgler, D.E., Oppeneer, P.M., Schneider, C.M., Nat. Commun. 7, 12672 (2016).
27.Fischer, C.C., Tibetts, K.J., Morgan, D., Ceder, G., Nat. Mater. 5, 641 (2006).
28.Trimarchi, G., Zunger, A., Phys. Rev. B Condens. Matter 75, 104113 (2007).
29.Jóhannesson, G.H., Bligaard, T., Ruban, A.V., Skriver, H.L., Jacobsen, K.W., Norskov, J.K., Phys. Rev. Lett. 88, 255506 (2002).
30.Andriotis, A., Mpourmpakis, G., Broderick, S., Rajan, K., Datta, S., Sunkara, M., Menon, M., J. Chem. Phys. 140, 094705 (2014).
31.Balachandran, P.V., Broderick, S.R., Rajan, K., Proc. R. Soc. Lond. A 467, 2271 (2011).
32.Srinivasan, S., Broderick, S.R., Zhang, R., Mishra, A., Sinnott, S.B., Saxena, S.K., LeBeau, J.M., Rajan, K., Sci. Rep. 5, 17960 (2015).
33.Broderick, S., Ray, U., Srinivasan, S., Rajan, K., Appl. Phys. Lett. 104, 243110 (2014).
34.Rajan, K., Annu. Rev. Mater. Res. 45, 153 (2015).
35.Wodo, O., Broderick, S., Rajan, K., MRS Bull. 41, 603 (2016).
36.Ruban, A., Hammer, B., Stoltze, P., Skriver, H.L., Norskov, J.K., J. Mol. Catal. A Chem. 115, 421 (1997).
37.Greeley, J., Norskov, J.K., Mavrikakis, M., Annu. Rev. Phys. Chem. 53, 319 (2002).
Recommend this journal

Email your librarian or administrator to recommend adding this journal to your organisation's collection.

MRS Bulletin
  • ISSN: 0883-7694
  • EISSN: 1938-1425
  • URL: /core/journals/mrs-bulletin
Please enter your name
Please enter a valid email address
Who would you like to send this to? *
×

Keywords

Metrics

Altmetric attention score

Full text views

Total number of HTML views: 0
Total number of PDF views: 0 *
Loading metrics...

Abstract views

Total abstract views: 0 *
Loading metrics...

* Views captured on Cambridge Core between <date>. This data will be updated every 24 hours.

Usage data cannot currently be displayed