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Electrocaloric Effect on Lead-Free Ferroelectrics: Challenges in Identifying Trends and Evaluating Predictive Models.

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第一作者： Magdalena,Krupska-Klimczak

第一单位： Institute of Security and Computer Science, University of National Education Commission, Podchorążych 2, 30-084 Kraków, Poland.;Faculty of Exact and Natural Sciences, University of National Education Commission, Podchorążych 2, 30-084 Kraków, Poland.

作者： Magdalena,Krupska-Klimczak ^[1] ; Michał,Frontczak ^[2] ; Zdobysław,Świerczyński ^[2] ; Serhii,Semenov ^[2] ; Dariusz,Kajewski ^[3] ; Irena,Jankowska-Sumara ^[4]

作者单位： Institute of Security and Computer Science, University of National Education Commission, Podchorążych 2, 30-084 Kraków, Poland.;Faculty of Exact and Natural Sciences, University of National Education Commission, Podchorążych 2, 30-084 Kraków, Poland. ^[1] Institute of Security and Computer Science, University of National Education Commission, Podchorążych 2, 30-084 Kraków, Poland. ^[2] Institute of Physics, University of Silesia in Katowice, ul. 75 Pułku Piechoty 1, 41-500 Chorzów, Poland. ^[3] Faculty of Exact and Natural Sciences, University of National Education Commission, Podchorążych 2, 30-084 Kraków, Poland. ^[4]

关键词 electrocaloric effect lead-free ceramics machine learning

DOI 10.3390/ma18194444

PMID 41095271

发布时间 2025-10-16

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