ArticleMaterials (Basel, Switzerland)2026
Numerical Modeling Strategies in Flax Fiber-Reinforced Polypropylene Forming Processes.
Article in Materials (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Natural fiber-reinforced thermoplastic composites have gained increasing attention due to the abundant availability of natural fibers, their ability to effectively reinforce polymer matrices, and the resulting partial biodegradability of the final material. This study presents numerical modeling strategies for investigating the manufacture of spherical caps made from polypropylene composites reinforced with woven flax fabrics. The investigation considers both cold incremental forming and stretch-forming processes, performed either with or without the support of a partial counter die. Building on the findings of a previous experimental study conducted by the authors on compression-molded laminates manufactured using untreated woven flax fabrics and without coupling agents and formed without localized heating, numerical predictions are compared with experimental results in terms of final geometry, forming forces, and failure mechanisms. The findings highlight the need for a thorough understanding of material behavior to fully exploit finite element analysis as a reliable predictive tool in the forming of these innovative lightweight composite structures.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.