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D. Brunner et al.
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Guillaume Dion et al.
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Kosuke Takano et al.
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Andre Roehm et al.
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P. Nieters et al.
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Julian Bueno et al.
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R. C. Calleja et al.
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Silvia Ortin et al.
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Piotr Antonik et al.
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Anastasiia Panchuk et al.
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS (2013)
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Y. Paquot et al.
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P. Perlikowski et al.
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