Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Lorenzo Giambagli is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Global Topological Synchronization on Simplicial and Cell Complexes
Carletti, T., Giambagli, L. & Bianconi, G., 3 May 2023, In: Physical review letters. 130, 187401, 6 p.Research output: Contribution to journal › Letter › peer-review
Open AccessFile115 Downloads (Pure) -
Recurrent Spectral Network (RSN): Shaping a discrete map to reach automated classification
Chicchi, L., Fanelli, D., Giambagli, L., Buffoni, L. & Carletti, T., 1 Mar 2023, In: Chaos, Solitons & Fractals: the interdisciplinary journal of nonlinear science, and nonequilibrium and complex phenomena. 168, 113128, 11 p., 113128.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Downloads (Pure) -
Diffusion-driven instability of topological signals coupled by the Dirac operator
Giambagli, L., Calmon, L., Muolo, R., Carletti, T. & Bianconi, G., 23 Dec 2022, In: Physical Review E - Statistical, Nonlinear, and Soft Matter Physics. 106, 6, 064314.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Downloads (Pure) -
Spectral pruning of fully connected layers
Giambagli, L., Buffoni, L., Chicchi, L., Civitelli, E. & Fanelli, D., 1 Jul 2022, In: Scientific Reports. 12, 1, 11201.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Downloads (Pure) -
Spectral Tools for Neural Networks
Giambagli, L., 20 Jun 2022.Research output: Contribution to conference › Poster › peer-review
Activities
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Machine Learning at GGI
Lorenzo Giambagli (Speaker)
5 Sept 2022Activity: Participating in or organising an event types › Participation in conference
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Machine Learning at GGI
Lorenzo Giambagli (Contributor)
16 Sept 2022Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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Hubble Diagram Regression with Neural Network
Lorenzo Giambagli (Speaker)
25 Aug 2022Activity: Talk or presentation types › Invited talk
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Compeng 2022 IEEE
Lorenzo Giambagli (Member of Organizing Committee)
18 Jul 2022 → 20 Jul 2022Activity: Participating in or organising an event types › Participation in conference
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Spectral Feedforward Neural Network
Lorenzo Giambagli (Speaker)
13 Jul 2022 → 15 Jul 2022Activity: Talk or presentation types › Invited talk