Nothing Special   »   [go: up one dir, main page]

Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • News & Views
  • Published:

Computational imaging

Escape from flatland

3D image reconstruction is important for the understanding of materials and their function in devices. A generative adversarial network architecture reconstructs 3D materials microstructures from 2D images.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Fig. 1: SliceGAN architecture.

References

  1. Abbott, E. A. Flatland: A Romance of Many Dimensions (Seeley & Co., 1884).

  2. Cadiou, F., Douillard, T., Besnard, N., Lestriez, B. & Maire, E. J. Electrochem. Soc. 167, 100521 (2020).

    Article  Google Scholar 

  3. Kench, S. & Cooper, S. Nat. Mach. Intell. https://doi.org/10.1038/s42256-021-00322-1 (2021).

  4. Wood, V. Nat. Rev. Mater 3, 293–295 (2018).

    Article  Google Scholar 

  5. Gayon-Lombardo, A., Mosser, L., Brandon, N. P. & Cooper, S. J. npj Comput. Mater. 6, 82 (2020).

    Article  Google Scholar 

  6. Shodiev, A. et al. J. Power Sources 454, 227871 (2020).

    Article  Google Scholar 

  7. Ngandjong, A. C. et al. J. Power Sources 485, 229320 (2021).

    Article  Google Scholar 

  8. Cunha, R. P., Lombardo, T., Primo, E. N. & Franco, A. A. Batter. Supercaps 3, 60–67 (2020).

    Article  Google Scholar 

  9. Duquesnoy, M., Lombardo, T., Chouchane, M., Primo, E. N. & Franco, A. A. J. Power Sources 480, 229103 (2020).

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Alejandro A. Franco.

Ethics declarations

Competing interests

The author declares no competing interests.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Franco, A.A. Escape from flatland. Nat Mach Intell 3, 277–278 (2021). https://doi.org/10.1038/s42256-021-00334-x

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/s42256-021-00334-x

This article is cited by

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing