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Enzyme-assisted high-consistency fiber refining: enhancing cellulose materials performance in the paper industry through process and physics-informed machine learning modeling

Crossref DOI link: https://doi.org/10.1007/s10570-025-06921-0

Published Online: 2026-01-10

Published Print: 2026-02

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Signori-Iamin, Giovana

Marquez, Ronald

Bastida, Gabriela A.

Tarrés, Quim

Santos, Alexandre F.

Delgado-Aguilar, Marc
Funding

Funding for this research was provided by:

Universitat de Girona (IFUdG2023)

Banco Santander (IFUdG2023)

Spanish Ministry of Science, Innovation, and Universities (CNS2022–135789)

Universitat de Girona
License Information

Text and Data Mining valid from 2026-01-10

Version of Record valid from 2026-01-10
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Article History

Received: 30 July 2025

Accepted: 28 December 2025

First Online: 10 January 2026

Declarations

:

: The authors declare no competing interests.

: Authors declare that the manuscript is not submitted to any other journal at the time of submission for simultaneous consideration, that the submitted work is original and has not been published elsewhere in any form, that results are presented under the principles of honesty, without fabrication, falsification or inappropriate data manipulation and that no data, text or theories by others are presented as our own.

: All authors have revised the last version of the submitted manuscript and we approve its submission.

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