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Artificial Neural Network-Based Optimization of CO2 Laser Cutting Parameters for Beech Plywood and HDF: A Kerf Geometry Perspective

  • Ivan Ruziak*
  • , Oguzhan Der
  • , Ivan Kublovsky
  • , Imans Adijans
  • , Martin Kučerka
  • , Jana Richvalská
  • , Milada Gajtanska
  • , Eugenia Mariana Tudor
  • , Luigi Todaro
  • , Lukáš Štefančin
    • *Corresponding author for this work
  • Faculty of Wood Sciences and Technology, Technical University in Zvolen
  • Technical University in Zvolen, Faculty of Wood Sciences and Technology, Department of Physics, Electrical Engineering and Applied Mechanics, Zvolen, Slovak Republic
  • Bandirma Onyedi Eylul University, Maritime Faculty, Marine Engineering Department, Balikesir, Türkiye
  • Technical University in Zvolen, Faculty of Wood Sciences and Technology, Department of Physics, Electrical Engineering and Applied Mechanics, Zvolen, Slovak Republic
  • Engineering Centre, RTU Rezekne Academy, Atbrivosanas aleja, Rezekne, Latvia
  • Matej Bel University, Faculty of Natural Sciences, Department of Technology, Banská Bystrica, Slovak Republic
  • Technical University in Zvolen, Faculty of Wood Sciences and Technology, Department of Physics, Electrical Engineering and Applied Mechanics, Zvolen, Slovak Republic
  • Technical University in Zvolen, Faculty of Wood Sciences and Technology, Department of Mathematics and Descriptive Geometry, Zvolen, Slovak Republic
  • University of Basilicata, Department of Agriculture, Forest, Food and Environmental Sciences, Potenza, Italy
  • Technical University in Zvolen, Faculty of Wood Sciences and Technology, Department of Woodworking, Zvolen, Slovak Republic

Research output: Contribution to journal › Article › peer-review

Original languageEnglish
Article number1
Pages (from-to)71-82
JournalDrvna Industrija
Volume2026
Issue number77(1)
DOIs
Publication statusPublished - 26 Mar 2026

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 9 - Industry, Innovation, and Infrastructure
    SDG 9 Industry, Innovation, and Infrastructure

ASJC Scopus subject areas

  • Forestry

Classification according to Österreichische Systematik der Wissenschaftszweige (ÖFOS 2012)

  • 205006 Wood research

Applied Research Level (ARL)

  • Not applicable

Research focus/foci

  • Sustainable Materials and Technologies

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