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The Voynich manuscript is a medieval book written in an unknown script. This paper studies the relation between similarly spelled words in the Voynich manuscript. By means of a detailed analysis of similar spelled words it was possible to…

Cryptography and Security · Computer Science 2015-12-11 Torsten Timm

The late medieval Voynich Manuscript (VM) has resisted decryption and was considered a meaningless hoax or an unsolvable cipher. Here, we provide evidence that the VM is written in natural language by establishing a relation of the Voynich…

Computation and Language · Computer Science 2017-10-09 J. Michael Herrmann

While the use of statistical physics methods to analyze large corpora has been useful to unveil many patterns in texts, no comprehensive investigation has been performed investigating the properties of statistical measurements across…

Physics and Society · Physics 2013-07-04 Diego R. Amancio , Eduardo G. Altmann , Diego Rybski , Osvaldo N. Oliveira , Luciano da F. Costa

Departing from the postulate that Voynich Manuscript is not a hoax but rather encodes authentic contents, our article presents an evolutionary algorithm which aims to find the most optimal mapping between voynichian glyphs and candidate…

Computation and Language · Computer Science 2021-07-13 Daniel Devatman Hromada

The Voynich Manuscript is a medieval book written in an unknown script. This paper studies the distribution of similarly spelled words in the Voynich Manuscript. It shows that the distribution of words within the manuscript is not…

Computation and Language · Computer Science 2016-02-09 Torsten Timm

This paper introduces a structured decoding framework for the Voynich Manuscript, based on mathematical rhythm, symbolic transformation, and glyph-level recursion. Rather than interpret symbols phonetically, this method decodes them by…

Symbolic Computation · Computer Science 2025-05-06 Suhaib A. Jama

The Voynich MS is an illustrated 15th century manuscript, whose text is written in an unknown alphabet, which has not been translated until today. In 2004 Gordon Rugg published a paper in which he proposed that this text is likely to be…

Computers and Society · Computer Science 2021-04-27 René Zandbergen

Determining the chronology of ancient handwritten manuscripts is essential for reconstructing the evolution of ideas. For the Dead Sea Scrolls, this is particularly important. However, there is an almost complete lack of date-bearing…

While the Voynich Manuscript was almost certainly written left-to-right (LTR), the question whether the underlying script or cipher reads LTR or right-to-left (RTL) has received little quantitative attention. We introduce a statistical…

Cryptography and Security · Computer Science 2025-09-25 Christophe Parisel

This study explores the cryptic Voynich Manuscript, by looking for subtle signs of scribal intent hidden in overlooked features of the "Voynichese" script. The findings indicate that distributions of tokens within paragraphs vary…

Computation and Language · Computer Science 2024-04-23 Andrew Steckley , Noah Steckley

The Voynich Manuscript (VMS) exhibits a script of uncertain origin whose grapheme sequences have resisted linguistic analysis. We present a systematic analysis of its grapheme sequences, revealing two complementary structural layers: a…

Computation and Language · Computer Science 2026-04-23 Christophe Parisel

This paper outlines the creation of three corpora for multilingual comparison and analysis of the Voynich manuscript: a corpus of Voynich texts partitioned by Currier language, scribal hand, and transcription system, a corpus of 294…

Computation and Language · Computer Science 2021-05-20 Luke Lindemann , Claire Bowern

The statistical properties of letters frequencies in European literature texts are investigated. The determination of logarithmic dependence of letters sequence for one-language and two-language texts are examined. The pare of languages is…

We introduce a probabilistic approach for dating historical manuscript pages from visual features alone. Instead of aggregating centuries into classes as is standard in the previous literature, we pose dating as an evidential deep…

Artificial Intelligence · Computer Science 2026-05-18 Ranjith Chodavarapu

Codes have been used for centuries to convey secret information.To a cryptanalyst, the interception of a code is only the first step in recovering a secret message.Deoxyribonucleic acid (DNA) is a biological and molecular code.Through the…

Cryptography and Security · Computer Science 2008-01-31 O. Okunoye Babatunde

Most datasets in the field of document analysis utilize highly standardized labels, which, while simplifying specific tasks, often produce outputs that are not directly applicable to humanities research. In contrast, the Nuremberg…

Computer Vision and Pattern Recognition · Computer Science 2024-11-12 Martin Mayr , Julian Krenz , Katharina Neumeier , Anna Bub , Simon Bürcky , Nina Brolich , Klaus Herbers , Mechthild Habermann , Peter Fleischmann , Andreas Maier , Vincent Christlein

Historical manuscript alignment is a widely known problem in document analysis. Finding the differences between manuscript editions is mostly done manually. In this paper, we present a writer independent deep learning model which is trained…

Computer Vision and Pattern Recognition · Computer Science 2018-06-12 Majeed Kassis , Jumana Nassour , Jihad El-Sana

Chinese ancient documents, invaluable carriers of millennia of Chinese history and culture, hold rich knowledge across diverse fields but face challenges in digitization and understanding, i.e., traditional methods only scan images, while…

The Codex Rossanensis is a 6th century Bizantine illuminated manuscript written on purple parchment and conserved at the Museo Diocesano in Rossano Calabro, Italy. It is one of the oldest surviving illuminated manuscripts of the New…

Chemical Physics · Physics 2014-04-28 Marina Bicchieri

The oldest (c. 4000 BC) undeciphered language is the Old European Script known from approximately 940 inscribed objects (82% of inscriptions on pottery) found in excavations in the Vinca-Tordos region Transylvania. Also, it is not known for…

History and Overview · Mathematics 2007-05-23 Eric Lewin Altschuler , Nicholas Christenfeld
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