Evidence map›Paper›PMID 40647869›Full record

ArticlePolymers2025

Optimizing Tannin-NaCMC Compositions via DOE for Enhanced Carbon Yield and Strength in 3D-Printed Porous Carbon.

Wonseok Tae, Hao Cheng, Sangyou Kim, Yeongjun Lee, Wonsuk Jung

Abstract read
In one paragraph

Article in Polymers, 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

5 authors.

Wonseok TaeSchool of Mechanical Engineering, Chungnam National University, Daejeon 34134, Republic of Korea.
Hao ChengSchool of Mechanical Engineering, Chungnam National University, Daejeon 34134, Republic of Korea.ORCID 0000-0003-0777-4327
Sangyou KimSchool of Mechanical Engineering, Chungnam National University, Daejeon 34134, Republic of Korea.
Yeongjun LeeSchool of Mechanical Engineering, Chungnam National University, Daejeon 34134, Republic of Korea.
Wonsuk JungSchool of Mechanical Engineering, Chungnam National University, Daejeon 34134, Republic of Korea.ORCID 0000-0002-7060-2010

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We report the fabrication of lightweight porous carbon structures via UV-assisted photopolymerization molding using a commercial photocurable resin modified with natural tannin and sodium carboxymethyl cellulose (NaCMC) as sustainable additives. A systematic analysis was conducted by applying a Design of Experiments (DOE) approach and regression modeling to evaluate the effects of varying blend compositions on carbon yield and mechanical strength. The results indicate that increasing the tannin content led to a maximum carbon yield of 13.43%, with an average porosity of approximately 80% and a compressive strength around 1 kPa. NaCMC was found to effectively control the resin viscosity within printable limits of 0.2537 Pa·s, although NaCMC indirectly improved carbonization efficiency through normalized yield analysis. This work highlights the synergistic role of bio-based polymers in tuning porous carbon properties. The findings provide a data-driven framework for designing sustainable polymer-derived carbon materials, bridging additive manufacturing with green chemistry.

Indexed as

3D-printed porous carbonadditive manufacturingcarbon yielddesign of experimentsmechanical strengthsodium carboxymethyl cellulosetannin

Identifiers

PMID40647869
PMCPMC12251910

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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.