What this source contributes.
Publisher excerpts report improved laboratory collection from a spiral/fractal-inspired structure with surface modification. Abstract reports up to 4.53× the plane and 1.81× the unmodified structure; headline maximum is unverified for design use. Limit: Coating, geometric dimensions, projected versus actual area, replication and delivery-to-storage losses unknown.
publisher-indexed abstract and excerpts. Publisher-indexed abstract/excerpts and PubMed bibliographic identity checked through search; no complete-method review. Complete methods and supplements were unavailable. The collection area, geometry, surface treatment and independent sample count remain unverified. Review date: 2026-10-13. AI-assisted source check; not independent replication.
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Primary material consulted
This is a bounded reading note. It is not independent replication, a full systematic review or an endorsement of every conclusion in the paper.
Questions to take to the paper
- Which wet sizes contribute most to attenuation?
- Does a change persist after temperature, humidity and inlet conditions are accounted for?
- Is the measurement representative of the volume people need to see through?
A simulation, chamber result, field observation and operational outcome answer different questions. Record the comparator, measured quantity and conditions before carrying a result into a design.
Bibliographic provenance
Verified 2026-10-13 against the publisher-deposited Crossref metadata. Publication dates retain the precision supplied by the publisher. Metadata may reflect digital republication; it is not always the earliest historical publication date.