Evidence map›Paper›PMID 42655305›Full record

ArticlePolymers2026

Simulation-Oriented Rule-Driven Geometric Modeling of Polymer-Fiber Weft-Knitted Structures for Moisture-Transfer Prediction.

Miao Miao, Nana Li, Hao Zhang, Yuxiao Tang, Tianqi Yang, Xiaodong Zhang

Abstract read
In one paragraph

Article in Polymers, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Miao MiaoSchool of Textile Science and Engineering, Tiangong University, No. 399 Binshui Xi Road, Xiqing District, Tianjin 300387, China.
Nana LiSchool of Textile Science and Engineering, Tiangong University, No. 399 Binshui Xi Road, Xiqing District, Tianjin 300387, China.
Hao ZhangSchool of Textile Science and Engineering, Tiangong University, No. 399 Binshui Xi Road, Xiqing District, Tianjin 300387, China.
Yuxiao TangSchool of Textile Science and Engineering, Tiangong University, No. 399 Binshui Xi Road, Xiqing District, Tianjin 300387, China.
Tianqi YangSchool of Textile Science and Engineering, Tiangong University, No. 399 Binshui Xi Road, Xiqing District, Tianjin 300387, China.ORCID 0009-0009-8997-7208
Xiaodong ZhangState Key Laboratory of Precision Measuring Technology and Instruments, Laboratory of Micro/Nano Manufacturing Technology, Tianjin University, Tianjin 300072, China.

Funding

Cangzhou Natural Science Foundation 23241001006NChina Scholarship Council 202409340031Hebei Natural Science Foundation E2025110021
6 · The paper itself

Abstract

Polymer-fiber weft-knitted textiles are widely used in functional apparel and moisture-management materials, but their complex loop topology, yarn-level porosity, and interlayer hierarchy make simulation-oriented geometric modeling challenging. Conventional control-point and interpolated-curve methods often have limitations in representing knitting actions, maintaining yarn-path continuity, and generating meshable geometries. This study proposes a rule-driven geometric modeling method for polymer-fiber weft-knitted structures using the yarn centerline as the basic geometric carrier. Knitting actions, including knit, tuck, float, plating, and double-needle-bed assignment, are converted into reusable local path-generation rules and integrated through pattern-matrix input, action recognition, parametric centerline generation, continuous stitching, and standardized output. The method represents single-bed and double-bed structures within a unified framework, including plain, jacquard, plated, tuck, rib, interlock, half-cardigan, full-cardigan, and purl structures. Compared with an interpolated-curve method, the curvature-jump rate of four representative structures decreases from 40.78-69.23% to 0-0.31%, with markedly reduced maximum bending angles. Mesh-generation results show continuous meshes with improved element quality for complex double-bed structures. A moisture-transfer simulation of a fully plated plain-knitted structure gives one-way transport indices of -122.3187 and 122.2472 for face- and back-side liquid entry, with relative errors of 1.74% and 0.50% compared with experiments. These results indicate that the proposed method provides reproducible and meshable geometric input for structure-property modeling and moisture-transfer prediction of polymer-fiber knitted textiles.

Indexed as

meshable simulation inputpolymer-fiber textilesrule-driven geometric modelingstructure–property modelingunidirectional moisture transferweft-knitted structures

Identifiers

PMID42655305
PMCPMC13517412

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