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Langevin Resonance Transformer for Cross-Script Writer Identification Cover

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Langevin Resonance Transformer for Cross-Script Writer Identification

Tatra Mountains Mathematical Publications

By: Sk Golam Sarowar Hossain, Mridul Ghosh, Tonmoy Mete, Mária Ždímalová, Kaushik Roy and Sk Md Obaidullah

Open Access

|Apr 2026

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DOI: https://doi.org/10.2478/tmmp-2026-0006 | Journal eISSN: 1338-9750 | Journal ISSN: 12103195

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Language: English

Submitted on: Dec 10, 2025

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Accepted on: Mar 18, 2026

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Published on: Apr 22, 2026

Published by: Slovak Academy of Sciences, Mathematical Institute

In partnership with: Paradigm Publishing Services

Publication frequency: 1 issue per year

Keywords:

writer identification,

cross-script analysis,

vision transformer,

physics-informed machine learning,

Langevin dynamics,

self-attention,

vision transformers

Related subjects:

General mathematics

© 2026 Sk Golam Sarowar Hossain, Mridul Ghosh, Tonmoy Mete, Mária Ždímalová, Kaushik Roy, Sk Md Obaidullah, published by Slovak Academy of Sciences, Mathematical Institute
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.