Evidence map›Paper›PMID 40072640›Full record

ArticleJournal of molecular modeling2025

Atomistic insights into the humidity response of nanocellulose: a molecular dynamics study.

Bingjie Gao, Haojun Wang, Jing Wan, Hang Yin

Abstract read
PubMed Publisher
In one paragraph

Article in Journal of molecular modeling, 2025. 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

4 authors.

Bingjie GaoSchool of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou, 450001, China.
Haojun WangCollege of Water Conservancy and Civil Engineering, Shandong Agricultural University, Tai'an 271018, China.
Jing WanSchool of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou, 450001, China. luckwan16@163.com.
Hang YinCollege of Water Conservancy and Civil Engineering, Shandong Agricultural University, Tai'an 271018, China. yinh@sdau.edu.cn.

Funding

China Postdoctoral Science Foundation 2021M692921National Natural Science Foundation of China 12102396
6 · The paper itself

Abstract

contextTEMPO-oxidized cellulose nanofibers (TOCNFs) show significant potential for developing high-performance resistive humidity sensors due to their hydrophilicity and structural adaptability. However, the underlying atomic-scale mechanisms governing their humidity response remain poorly understood. Using molecular dynamics simulations, this study investigates how crystal facets, nanopore widths, and humidity levels influence the surface wettability, water permeability, and swelling of TOCNFs. Our findings reveal that the (1

methodsThe humidity response of TOCNFs is simulated using the large-scale atomic molecular massively parallel simulator (LAMMPS) package with the OPLS-AA force field to describe interatomic interactions. The open-source visualization tool OVITO is employed to visualize the atomic configurations.

Indexed as

Humidity responseMolecular dynamics simulationNanocelluloseSurface wettability

Identifiers

PMID40072640

What OpenQuestion holds

Textmetadata
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.