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Characterization of multilayer films using ultrafast photoacoustic technology and artificial intelligence.

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Title: Characterization of multilayer films using ultrafast photoacoustic technology and artificial intelligence.
Authors: Chen Z; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; School of Materials Science and Intelligent Engineering, Nanjing University, Suzhou 215163, China., Zhao H; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; Department of Materials Science and Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China., Hou Y; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; Department of Materials Science and Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China., Zhang E; Hunan Key Laboratory of Extreme Matter and Applications, National University of Defense Technology, Changsha 410073, China., Yan S; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; Department of Materials Science and Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China., Yao J; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; Department of Materials Science and Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China., Xu X; Key Laboratory of Modern Acoustics, Nanjing University, Nanjing 210093, China., Yan XJ; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; Department of Materials Science and Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China; Jiangsu Key Laboratory of Artificial Functional Materials, Nanjing University, Nanjing, Jiangsu 210093, China; Collaborative Innovation Center of Advanced Microstructures, Nanjing University, Nanjing 210093, China. Electronic address: xjyan@nju.edu.cn., Lu MH; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; School of Materials Science and Intelligent Engineering, Nanjing University, Suzhou 215163, China; Department of Materials Science and Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China; Jiangsu Key Laboratory of Artificial Functional Materials, Nanjing University, Nanjing, Jiangsu 210093, China; Collaborative Innovation Center of Advanced Microstructures, Nanjing University, Nanjing 210093, China. Electronic address: luminghui@nju.edu.cn., Chen YF; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; Department of Materials Science and Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China; Jiangsu Key Laboratory of Artificial Functional Materials, Nanjing University, Nanjing, Jiangsu 210093, China; Collaborative Innovation Center of Advanced Microstructures, Nanjing University, Nanjing 210093, China.
Source: Ultrasonics [Ultrasonics] 2025 Nov; Vol. 155, pp. 107741. Date of Electronic Publication: 2025 Jun 24.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Science Country of Publication: Netherlands NLM ID: 0050452 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1874-9968 (Electronic) Linking ISSN: 0041624X NLM ISO Abbreviation: Ultrasonics Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Characterization of multilayer films using ultrafast photoacoustic technology and artificial intelligence.
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  Data: <searchLink fieldCode="AU" term="%22Chen+Z%22">Chen Z</searchLink>; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; School of Materials Science and Intelligent Engineering, Nanjing University, Suzhou 215163, China.<br /><searchLink fieldCode="AU" term="%22Zhao+H%22">Zhao H</searchLink>; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; Department of Materials Science and Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China.<br /><searchLink fieldCode="AU" term="%22Hou+Y%22">Hou Y</searchLink>; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; Department of Materials Science and Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China.<br /><searchLink fieldCode="AU" term="%22Zhang+E%22">Zhang E</searchLink>; Hunan Key Laboratory of Extreme Matter and Applications, National University of Defense Technology, Changsha 410073, China.<br /><searchLink fieldCode="AU" term="%22Yan+S%22">Yan S</searchLink>; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; Department of Materials Science and Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China.<br /><searchLink fieldCode="AU" term="%22Yao+J%22">Yao J</searchLink>; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; Department of Materials Science and Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China.<br /><searchLink fieldCode="AU" term="%22Xu+X%22">Xu X</searchLink>; Key Laboratory of Modern Acoustics, Nanjing University, Nanjing 210093, China.<br /><searchLink fieldCode="AU" term="%22Yan+XJ%22">Yan XJ</searchLink>; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; Department of Materials Science and Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China; Jiangsu Key Laboratory of Artificial Functional Materials, Nanjing University, Nanjing, Jiangsu 210093, China; Collaborative Innovation Center of Advanced Microstructures, Nanjing University, Nanjing 210093, China. Electronic address: xjyan@nju.edu.cn.<br /><searchLink fieldCode="AU" term="%22Lu+MH%22">Lu MH</searchLink>; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; School of Materials Science and Intelligent Engineering, Nanjing University, Suzhou 215163, China; Department of Materials Science and Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China; Jiangsu Key Laboratory of Artificial Functional Materials, Nanjing University, Nanjing, Jiangsu 210093, China; Collaborative Innovation Center of Advanced Microstructures, Nanjing University, Nanjing 210093, China. Electronic address: luminghui@nju.edu.cn.<br /><searchLink fieldCode="AU" term="%22Chen+YF%22">Chen YF</searchLink>; National Laboratory of Solid State Microstructures, Nanjing University, Nanjing, Jiangsu 210093, China; Department of Materials Science and Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China; Jiangsu Key Laboratory of Artificial Functional Materials, Nanjing University, Nanjing, Jiangsu 210093, China; Collaborative Innovation Center of Advanced Microstructures, Nanjing University, Nanjing 210093, China.
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  Data: <searchLink fieldCode="JN" term="%220050452%22">Ultrasonics</searchLink> [Ultrasonics] 2025 Nov; Vol. 155, pp. 107741. <i>Date of Electronic Publication: </i>2025 Jun 24.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Science%22">Elsevier Science </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>0050452 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1874-9968 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%220041624X%22">0041624X </searchLink><i>NLM ISO Abbreviation: </i>Ultrasonics <i>Subsets: </i>MEDLINE; PubMed not MEDLINE
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        Value: 10.1016/j.ultras.2025.107741
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        Text: English
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        StartPage: 107741
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            – D: 01
              M: 11
              Text: 2025 Nov
              Type: published
              Y: 2025
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