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Magdalena Szumera

AGH University of Krakow

SCHOLARLY PAPERS

2

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71

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Scholarly Papers (2)

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1.

Innovative insights into heat conduction mechanisms of phosphate-silicate glasses via experimental and SHAP-driven feature importance

Number of pages: 65 Posted: 09 Oct 2025
Magdalena Szumera, Monika Maruszak, Agnieszka Kijo-Kleczkowska, Pawel Rutkowski, Anna Berezicka, Jaroslaw Krzywanski and Iliya K. Iliev
AGH University of Krakow, AGH University of Krakow, Czestochowa University of Technology, AGH University of Krakow, AGH University of Krakow, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 45 (1,121,190)

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Phosphate-silicate glasses, thermal conductivity, laser flash analysis (LFA), explainable AI (SHAP), energy materials, heat transport mechanisms

2.

Siboc Porous Glasses Derived from Ladder-Like Silsesquioxanes for Potential Biomedical Applications

Number of pages: 40 Posted: 20 Aug 2024
Piotr Jeleń, Maciej Bik, Klaudia Łyszczarz, Jakub Marchewka, zbigniew olejniczak, Kamil Kornaus, Magdalena Szumera and Maciej Sitarz
AGH Univeristy of Krakow, AGH University of Science and Technology, affiliation not provided to SSRN, AGH University of Krakow, affiliation not provided to SSRN, AGH University of Science and Technology, AGH University of Krakow and AGH University of Science and Technology
Downloads 26 (1,372,601)

Abstract:

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Polymer derived ceramics, SiBOC glasses, ladder-like silsesquioxanes, porosity