Evidence map›Paper›PMID 38172364›Full record

ArticleNature2024

Disordered enthalpy-entropy descriptor for high-entropy ceramics discovery.

Simon Divilov, Hagen Eckert, David Hicks, Corey Oses, Cormac Toher, Rico Friedrich, Marco Esters, Michael J Mehl, Adam C Zettel, Yoav Lederer and 12 more

Abstract read
In one paragraph

Article in Nature, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

19 citing papers in PubMed.

  1. Artificial Intelligence-Assisted Design of High-Entropy Oxide Catalysts.Advanced materials (Deerfield Beach, Fla.) · 2026
    Review
  2. Article
  3. Review
  4. Review
  5. Review
  6. Review
  7. Article
  8. Article
  9. Short-range order in high entropy carbides.Nature communications · 2026
    Article
  10. Article
  11. Article
  12. Review
  13. Data-Driven Design of Mechanically Hard Soft Magnetic High-Entropy Alloys.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  14. Controllable Crystalline Phases of Multi-Cation Oxides.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  15. Article
  16. Article
  17. Article
  18. Review
  19. Materials design for hypersonics.Nature communications · 2024
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

22 authors.

Simon Divilov *Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.ORCID http://orcid.org/0000-0002-4185-6150
Hagen Eckert *Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.ORCID http://orcid.org/0000-0003-4771-1435
David Hicks *Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.
Corey Oses *Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.
Cormac Toher *Center for Autonomous Materials Design, Duke University, Durham, NC, USA.
Rico FriedrichCenter for Autonomous Materials Design, Duke University, Durham, NC, USA.ORCID http://orcid.org/0000-0002-4066-3840
Marco EstersDepartment of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.
Michael J MehlDepartment of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.
Adam C ZettelDepartment of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.
Yoav LedererCenter for Autonomous Materials Design, Duke University, Durham, NC, USA.
Eva ZurekDepartment of Chemistry, State University of New York at Buffalo, Buffalo, NY, USA.ORCID http://orcid.org/0000-0003-0738-867X
Jon-Paul MariaDepartment of Materials Science and Engineering, The Pennsylvania State University, University Park, PA, USA.
Donald W BrennerDepartment of Materials Science and Engineering, North Carolina State University, Raleigh, NC, USA.
Xiomara CampilongoCenter for Autonomous Materials Design, Duke University, Durham, NC, USA.
Suzana FilipovićDepartment of Materials Science and Engineering, Missouri University of Science and Technology, Rolla, MO, USA.ORCID http://orcid.org/0000-0001-6383-8327
William G FahrenholtzDepartment of Materials Science and Engineering, Missouri University of Science and Technology, Rolla, MO, USA.ORCID http://orcid.org/0000-0002-8497-0092
Caillin J RyanApplied Research Laboratory, The Pennsylvania State University, University Park, PA, USA.ORCID http://orcid.org/0000-0002-3119-857X
Christopher M DeSalleApplied Research Laboratory, The Pennsylvania State University, University Park, PA, USA.
Ryan J CrealeseApplied Research Laboratory, The Pennsylvania State University, University Park, PA, USA.ORCID http://orcid.org/0009-0002-7705-6005
Douglas E WolfeApplied Research Laboratory, The Pennsylvania State University, University Park, PA, USA.
Arrigo CalzolariDepartment of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA.ORCID http://orcid.org/0000-0002-0244-7717
Stefano CurtaroloDepartment of Mechanical Engineering and Materials Science, Duke University, Durham, NC, USA. stefano@duke.edu.ORCID http://orcid.org/0000-0003-0570-8238

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The need for improved functionalities in extreme environments is fuelling interest in high-entropy ceramics

Identifiers

PMID38172364
PMCPMC10764291

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.