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Luis F. Seoane et al.
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Jorge Hidalgo et al.
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Kristof Vandoorne et al.
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Seyed-Mahdi Khaligh-Razavi et al.
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K. Caluwaerts et al.
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Stefan Klampfl et al.
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Mark R. Dranias et al.
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Matthew H. Tong et al.
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