Evidence map›Paper›PMID 41698057›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Multi-Physical Field Modulated P-Bit Device Based on VO

Bowen Sun, Jianjun Li, Ting Zhou, Jinglin Zhu, Meiling Liu, Zhihan Lin, Chang Wang, Chengyu Li, Yingxue Chen, Xiaokun Huo and 1 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Bowen SunNational Synchrotron Radiation Laboratory, School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, Anhui, P. R. China.ORCID https://orcid.org/0009-0006-8774-7132
Jianjun LiNational Synchrotron Radiation Laboratory, School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Ting ZhouNational Synchrotron Radiation Laboratory, School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Jinglin ZhuNational Synchrotron Radiation Laboratory, School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Meiling LiuNational Synchrotron Radiation Laboratory, School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Zhihan LinNational Synchrotron Radiation Laboratory, School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Chang WangNational Synchrotron Radiation Laboratory, School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Chengyu LiNational Synchrotron Radiation Laboratory, School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Yingxue ChenNational Synchrotron Radiation Laboratory, School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Xiaokun HuoNational Synchrotron Radiation Laboratory, School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Chongwen ZouNational Synchrotron Radiation Laboratory, School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, Anhui, P. R. China.ORCID https://orcid.org/0000-0002-6153-081X

Funding

Fundamental Research Funds for the Central UniversitiesNational Natural Science Foundation of China 12235015National Natural Science Foundation of China 12574026National Natural Science Foundation of China 52130601
6 · The paper itself

Abstract

Probabilistic computation using probability bits (P-bits) is highly effective for combinatorial optimization problems such as integer factorization because of its fast search ability. However, implementing P-bits with traditional complementary metal-oxide-semiconductor (CMOS) technology usually needs external noise for randomness, which complicates fabrication and system integration. To overcome these challenges, we have proposed a VO

Indexed as

mott oscillatorphase‐change‐material (PCM)probability bit (P‐bit)vanadium dioxide

Identifiers

PMID41698057
PMCPMC13115954

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.