Description

• Title:
  The Use of the XGBoost and Kriging Methods in the Prediction of the Microstructure of CGI Cast Iron
• Creator:
  Sztangret, Łukasz;
  Olejarczyk-Wożeńska, Izabela;
  Regulski, Krzysztof;
  Gumienny, Grzegorz;
  Mrzygłód, Barbara
• Contributor:
  Sztangret, Łukasz : AGH University of Science and Technology, Poland;
  Olejarczyk-Wożeńska, Izabela : AGH University of Science and Technology, Poland;
  Regulski, Krzysztof : AGH University of Science and Technology, Poland;
  Mrzygłód, Barbara : AGH University of Science and Technology, Poland;
  Gumienny, Grzegorz : Lodz University of Technology, Poland
• Description:
  Archives of Foundry Engineering continues the publishing activity started by Foundry Commission of the Polish Academy of Sciences (PAN) in Katowice in 1978. The initiator of it was the first Chairman Professor Dr Eng. Wacław Sakwa – Corresponding Member of PAN, Honorary Doctor of Czestochowa University of Technology and Silesian University of Technology. This periodical first name was „Solidification of Metals and Alloys” , and made possible to publish the results of works achieved in the field of the Basic Problems Research Cooperation. The subject of publications was related to the title of the periodical and concerned widely understand problems of metals and alloys crystallization in a casting mold. In 1978-2000 the 44 issues have been published. Since 2001 the Foundry Commission has had patronage of the annually published “Archives of Foundry” and since 2007 quarterly published “Archives of Foundry Engineering”. Thematic scope includes scientific issues of foundry industry: Theoretical Aspects of Casting Processes, Innovative Foundry Technologies and Materials, Foundry Processes Computer Aiding, Mechanization, Automation and Robotics in Foundry, Transport Systems in Foundry, Castings Quality Management, Environmental Protection. Scoring assigned by the Polish Ministry of Science and Higher Education: 100 points IMPACT FACTOR 2022: 0.6 CiteScore metrics from Scopus 2022: 1.2 SCImago Journal Rank ( SJR) 2022: 0.197 Source Normalized Impact per Paper ( SNIP) 2022: 0.423 Submit your article The journal content is available under the Creative Commons Attribution 4.0 International License https://creativecommons.org/licenses/by/4.0/  ;
  Editor in Chief: J. Jezierski 0000-0003-2078-196X Silesian University of Technology, Gliwice, Poland jan.jezierski@polsl.pl Deputy Editor: D. Bartocha 0000-0002-3011-4434 Silesian University of Technology, Gliwice, Poland dariusz.bartocha@polsl.pl Subject Editors: Theoretical Aspects of Casting Processes E. Guzik – 0000-0002-4449-532X, AGH University of Technology, Kraków, Poland S. Gnyloskurenko – 0000-0003-0201-7191, PTIMA National Academy of Sciences of Ukraine, Kiev, Ukraine J. Sobczak – 0000-0002-8878-1037, AGH University of Technology, Kraków, Poland Innovative Foundry Technologies and Materials O. P. Pandey – 0000-0002-6826-995X , Thapar University, Punjab, India N. S. Tiedje – 0000-0001-5198-3551, DTU in Lyngby, Denmark P. Lichy – 0000-0002-6170-4728, VSB - Technical University of Ostrava, Ostrava, Czech Republic Foundry Processes Computer Aiding B. Mochnacki – 0000-0001-8504-3744, University of Occupational Safety Management, Katowice, Poland E. Majchrzak – 0000-0003-3555-2318, Silesian University of Technology, Gliwice, Poland M. Szucki – 0000-0002-2675-1836, TU Bergakademie Freiberg, Freiberg, Germany M. Perzyk – 0000-0003-4901-7746, Warsaw University of Technology, Warszawa, Poland Mechanization, Automation and Robotics in Foundry J. Bast – 0000-0002-9795-2352, TU Bergakademie Freiberg, Freiberg, Germany R. Dańko – 0000-0003-2434-6025, AGH University of Technology, Kraków, Poland M. Mróz – 0000-0002-7433-4092, Rzeszow University of Technology, Rzeszów, Poland Castings Quality Management D. Bolibruchova – 0000-0002-7374-9763, University of Zilina, Zilina, Slovak Republic J. D. B. de Mello – 0000-0001-8912-2132, Universidade Federal de Uberlandia, Uberlandia, Brazil M. Górny – 0000-0001-6682-2611, AGH University of Technology, Kraków, Poland Environmental Protection M. Holtzer – 0000-0002-6988-3329, AGH University of Technology, Kraków, Poland J. Roučka – 0000-0003-0917-1810, Brno University of Technology, Brno, Czech Republic S. Acharya – 0000-0001-6428-8961, Sardar Vallabhbhai Patel Institute of Technology, Vasad, Gujarat, India Editorial Advisory Board: M. Cholewa – 0000-0001-8598-6953, Silesian University of Technology, Gliwice, Poland B. K. Dhindaw – 0000-0001-6991-9793, Indian Institute of Technology, Kharagpur, India W. A. Hufenbach – 0000-0002-5131-3483, Technical University Dresden, Dresden, Germany A. Zadera – 0000-0002-0555-370X , Brno University of Technology, Brno, Czech Republic A. Passerone – 0000-0002-0005-5314, CNR, Genova, Italy I. Riposan – 0000-0002-4040-2798, Politehnica University of Bucharest Bucharest, Romania A. Sládek – 0000-0002-7628-3524, University of Zilina, Zilina, Slovak Republic J. Szajnar – 0000-0003-3622-843X, Silesian University of Technology, Gliwice, Poland R. B. Tuttle – 00000002-7689-259X, Western Michigan University, Kalamazoo, MI, USA M. Okayasu – 0000-0003-3897-070X, Okayama University, Okayama, Japan I. Nova – 0000-0003-2287-9346, Technical University of Liberec, Liberec, Czech Republic C. Caceres – 0000-0001-6521-2037, The University of Queensland, Brisbane, Australia A. Dioszegi – 0000-0002-3024-9005, Jönköping University, Jönköping, Sweden Associate Editors: A. Dulska – 0000-0001-6903-328X, Silesian University of Technology, Gliwice, Poland J. Suchoń – 0000-0002-7019-3966, Silesian University of Technology, Gliwice, Poland M. Kondracki – 0000-0001-7840-5575, Silesian University of Technology, Gliwice, Poland N. Przyszlak – 0000-0003-1683-0001, Silesian University of Technology, Gliwice, Poland J. Szymszal – 0000-0002-3229-6470, Silesian University of Technology, Gliwice, Poland
• Object availability:
  free access
• Rights:
  </p><b>Archives of Foundry Engineering</b> is an open access journal with all content available with no charge in full text version. <br>The journal content is available under the Creative Commons Attribution 4.0 International License <a href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</a>.
• Date:
  2023.12.29
• Type:
  Article
• Coverage:
  22-33
• Publisher:
  The Katowice Branch of the Polish Academy of Sciences
• Subject:
  compacted graphite iron;
  Machine Learning;
  artificial neural networks;
  kriging;
  XGBoost
• Identifier:
  eISSN 2299-2944
• Data provider:
  Czasopisma PAN
• Can I use it?:
  check license
• Type:
  image