Evidence map›Paper›PMID 40727761›Full record

ArticleACS omega2025

Molecular Dynamics Approach to Formation Mechanism of Sustainable Laser-Induced Graphene from Lignin-Rich Wood.

Hyo Jung Choi, Cheol Hwan Kim, Sung Yeob Jeong, Bo Sung Shin

Abstract read
In one paragraph

Article in ACS omega, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

4 authors.

Hyo Jung ChoiDepartment of Cogno-Mechatronics Engineering, Pusan National University, Busan 46241, Republic of Korea.ORCID https://orcid.org/0009-0004-0125-9484
Cheol Hwan KimDepartment of Cogno-Mechatronics Engineering, Pusan National University, Busan 46241, Republic of Korea.
Sung Yeob JeongDepartment of Mechanical Engineering, The University of Tokyo, Tokyo 113-8656, Japan.
Bo Sung ShinDepartment of Optics and Mechatronics, Pusan National University, Busan 46241, Republic of Korea.ORCID https://orcid.org/0000-0001-8358-5718

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Graphene is a promising material with high thermal and electrical conductivity, but the high energy consumption and the need for toxic chemicals limit its mass production. Wood-derived laser-induced graphene (LIG) has attracted attention as an alternative to synthesizing graphene in an eco-friendly manner without requiring complex chemical treatments. This study examined the formation mechanism of LIG by selecting three representative types of wood based on the lignin content through experiments and ReaxFF molecular dynamics (MD) simulations. Raman spectroscopy showed that the ratio of the D to G peaks (

Identifiers

PMID40727761
PMCPMC12290667

What OpenQuestion holds

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Registered trials

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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.