Evidence map›Paper›PMID 41439908›Full record

ArticleBiomimetics (Basel, Switzerland)2025

DNS and Experimental Assessment of Shark-Denticle-Inspired Anisotropic Porous Substrates for Drag Reduction.

Benjamin Kellum Cooper, Sasindu Pinto, Henry Hong, Yang Zhang, Louis Cattafesta, Wen Wu

Abstract read
In one paragraph

Article in Biomimetics (Basel, Switzerland), 2025. 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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0citing papers in PubMed
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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

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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

6 authors.

Benjamin Kellum CooperDepartment of Mechanical Engineering, University of Mississippi, 1764 University Circle, Oxford, MS 38677, USA.
Sasindu PintoDepartment of Mechanical, Materials, and Aerospace Engineering, Illinois Institute of Technology, 10 W 32nd St., Chicago, IL 60616, USA.ORCID 0009-0009-7496-6784
Henry HongDepartment of Mechanical, Materials, and Aerospace Engineering, Illinois Institute of Technology, 10 W 32nd St., Chicago, IL 60616, USA.
Yang ZhangDepartment of Mechanical, Materials, and Aerospace Engineering, Illinois Institute of Technology, 10 W 32nd St., Chicago, IL 60616, USA.ORCID 0000-0002-8193-0511
Louis CattafestaDepartment of Mechanical, Materials, and Aerospace Engineering, Illinois Institute of Technology, 10 W 32nd St., Chicago, IL 60616, USA.ORCID 0000-0002-5767-3383
Wen WuDepartment of Mechanical Engineering, University of Mississippi, 1764 University Circle, Oxford, MS 38677, USA.ORCID 0000-0003-4241-1716

Funding

United States Air Force Office of Scientific Research FA9550-25-1-0033
6 · The paper itself

Abstract

Passive flow control methods are widely used to reduce drag in wall-bounded flows. A recent numerical study on separating turbulent flows over a bump covered with shark denticles revealed the formation of a reverse pore flow (RPF) beneath the denticle crowns under an adverse pressure gradient (APG). This RPF generates an upstream thrust, leading to drag reduction. Motivated by these findings, the present study investigates a bio-inspired Anisotropic Permeable Propulsive Substrate (APPS) that incorporates key geometric features of the shark denticles, enabling thrust generation by the RPF. The designed APPS is evaluated through both direct numerical simulations of turbulent channel flows at Reτ = 1500 and experiments using 3D-printed structures in a turbulent boundary layer over a flat-plate model subjected to APG and flow separation (at Reθ = 800). Both approaches demonstrate that the APPS successfully reproduces the RPF-induced thrust mechanism of shark denticles. The results further reveal the dependence of the pore flow on pressure gradient and substrate geometry. This work highlights two features of a thrust-generating APPS: a top surface that shields the porous media from the overlying flow while enabling vertical mass exchange, and a bottom region with dominant wall-parallel permeability, which guides the pore flow in the streamwise direction to generate the thrust.

Indexed as

anisotropic permeabilitybio-inspired surface morphologiesdrag reductionflow controlporous mediareverse pore flowshark skin

Identifiers

PMID41439908
PMCPMC12730901

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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.