Details Details PDF BIBTEX RIS Title Could Machine Learning Algorithms affect the efficient management of anthropogenic materials? Journal title Archives of Civil Engineering Yearbook 2026 Volume Vol 72 Issue No 1 Authors Dzięcioł, Justyna ; Tracz, Roman ; Kowalski, Jan Affiliation Dzięcioł, Justyna : PhD., Eng., Warsaw University of Life Sciences, Institute of Civil Engineering, Nowoursynowska 166, 02-787Warsaw, Poland ; Tracz, Roman : Prof., PhD., Eng.,Warsaw University of Life Sciences, Institute of Civil Engineering, Nowoursynowska 166, 02-787Warsaw, Poland ; Kowalski, Jan : PhD., Eng., Warsaw University of Life Sciences, Institute of Civil Engineering, Nowoursynowska 166, 02-787 Warsaw, Poland Keywords coefficient of permeability ; machine learning algorithms ; blast furnace slag ; sustainability ; anthropogenic materials Divisions of PAS Nauki Techniczne Coverage 565–577 Publisher WARSAW UNIVERSITY OF TECHNOLOGY FACULTY OF CIVIL ENGINEERING and COMMITTEE FOR CIVIL ENGINEERING POLISH ACADEMY OF SCIENCES Date 27.02.2026 Type article Identifier DOI: 10.24425/ace.2026.157492