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Publications

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Ana P. Millán, Hanlin Sun, Lorenzo Giambagli, Riccardo Muolo, Timoteo Carletti, Joaquín J. Torres, Filippo Radicchi, Jürgen Kurths, Ginestra Bianconi (2025). Topology shapes dynamics of higher-order networks. Nature Physics.

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Lorenzo Giambagli, Lorenzo Buffoni, Lorenzo Chicchi, Duccio Fanelli (2023). How a student becomes a teacher: learning and forgetting through Spectral methods. Advances in Neural Information Processing Systems.

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Raffaele Marino, Lorenzo Giambagli, Lorenzo Chicchi, Lorenzo Buffoni, Duccio Fanelli (2023). A Bridge between Dynamical Systems and Machine Learning: Engineered Ordinary Differential Equations as Classification Algorithm (EODECA). arXiv preprint arXiv:2311.10387.

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Lorenzo Chicchi, Lorenzo Giambagli, Lorenzo Buffoni, Raffaele Marino, Duccio Fanelli (2023). Complex Recurrent Spectral Network. arXiv preprint arXiv:2312.07296.

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Timoteo Carletti, Lorenzo Giambagli, Ginestra Bianconi (2023). Global topological synchronization on simplicial and cell complexes. Physical review letters.

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