Evidence map›Paper›PMID 38821970›Full record

ArticleNature communications2024

True random number generation using the spin crossover in LaCoO

Kyung Seok Woo, Alan Zhang, Allison Arabelo, Timothy D Brown, Minseong Park, A Alec Talin, Elliot J Fuller, Ravindra Singh Bisht, Xiaofeng Qian, Raymundo Arroyave and 4 more

Abstract read
In one paragraph

Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Stochastic Photoresponse-Driven Perovskite TRNGs for Secure Encryption Systems.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  7. 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

14 authors.

Kyung Seok WooSandia National Laboratories, Livermore, CA, USA.ORCID http://orcid.org/0000-0001-9184-7255
Alan ZhangSandia National Laboratories, Livermore, CA, USA.
Allison ArabeloDepartment of Materials Science and Engineering, Texas A&M University, College Station, TX, USA.
Timothy D BrownSandia National Laboratories, Livermore, CA, USA.ORCID http://orcid.org/0000-0003-4706-8355
Minseong ParkSandia National Laboratories, Livermore, CA, USA.ORCID http://orcid.org/0000-0003-2923-1681
A Alec TalinSandia National Laboratories, Livermore, CA, USA.ORCID http://orcid.org/0000-0002-1102-680X
Elliot J FullerSandia National Laboratories, Livermore, CA, USA.ORCID http://orcid.org/0000-0001-7912-8688
Ravindra Singh BishtDepartment of Electrical and Computer Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ, USA.
Xiaofeng QianDepartment of Materials Science and Engineering, Texas A&M University, College Station, TX, USA.ORCID http://orcid.org/0000-0003-1627-288X
Raymundo ArroyaveDepartment of Materials Science and Engineering, Texas A&M University, College Station, TX, USA.
Shriram RamanathanDepartment of Electrical and Computer Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ, USA.
Luke ThomasApplied Materials Inc., Santa Clara, CA, USA.
R Stanley WilliamsSandia National Laboratories, Livermore, CA, USA. rstanleywilliams@tamu.edu.ORCID http://orcid.org/0000-0003-0213-4259
Suhas KumarSandia National Laboratories, Livermore, CA, USA. su1@alumni.stanford.edu.ORCID http://orcid.org/0000-0002-6772-7250

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

While digital computers rely on software-generated pseudo-random number generators, hardware-based true random number generators (TRNGs), which employ the natural physics of the underlying hardware, provide true stochasticity, and power and area efficiency. Research into TRNGs has extensively relied on the unpredictability in phase transitions, but such phase transitions are difficult to control given their often abrupt and narrow parameter ranges (e.g., occurring in a small temperature window). Here we demonstrate a TRNG based on self-oscillations in LaCoO

Identifiers

PMID38821970
PMCPMC11143320

What OpenQuestion holds

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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.