Evidence map›Paper›PMID 42748096›Full record

ArticlePloS one2026

A model carbonized papyrus scroll opens a novel path to identifying readable scrolls of the Herculaneum Library.

Douglas Seiler, Jacob Michael LaManna, Michael McOsker, David Kreimer, Michael Cyrus Daugherty, Jens Dopke

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Douglas SeilerUC Berkeley Affiliate, Berkeley, California, United States of America.ORCID https://orcid.org/0000-0002-8767-0773
Jacob Michael LaMannaNational Institute of Standards and Technology, Gaithersburg, Maryland, United States of America.
Michael McOskerDepartment of Greek and Latin, University College London, Researcher in Papyrology, London, United Kingdom.
David KreimerUC Berkeley, College of Chemistry, Microanalytical Facility, Berkeley, California, United States of America.
Michael Cyrus DaughertyNational Institute of Standards and Technology, Gaithersburg, Maryland, United States of America.
Jens DopkeSTFC Rutherford Appleton Laboratory, UK Research and Innovation, Harwell Oxford, England.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We report the successful fabrication of a laboratory-made carbonized papyrus scroll and the virtual unrolling and reading of its custom leaded ink text, using X-ray tomography. We believe this is the first confirmed proof of concept to show that the presence of lead in Herculaneum scrolls would greatly increase the probability for successful reading. This synthetic model enables systematic variation of ink formulations, including leaded inks, to generate ground-truth datasets for the development and validation of text-detection algorithms intended for use on the Herculaneum scrolls. By altering the ink composition from pure carbon to an ink enriched with lead, an X-ray contrasting agent, our team can provide datasets which can be used to test algorithmic performance. Inks containing only carbon present a more challenging detection scenario, serving as a baseline for recovery efforts. The lab-made scroll was constructed from modern Egyptian papyrus and ink incorporating a soluble lead salt, then carbonized and imaged using a laboratory-grade X-ray tomography system. The scroll was virtually unrolled using custom-developed software. Additionally, we found that a handheld X-ray fluorescence (XRF) device could detect lead in the ink post-carbonization. This suggests that XRF may be a practical screening method for identifying ancient scrolls likely to contain lead-based ink and therefore have a higher probability of being successfully read.

Indexed as

CarbonInkAlgorithmsLeadCarbonLead

Identifiers

PMID42748096
PMCPMC13581009

What OpenQuestion holds

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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.