Lorenzo Giambagli
- Extending the RANGE of Graph Neural Networks: Relaying Attention Nodes for Global Encoding
2025/02/19 by Alessandro Caruso, Jacopo Venturin, Caruso, Alessandro +9 · 3 voices · 7 citations
Computer Science · Engineering · #Neural Networks and Applications #Advanced Graph Neural Networks #Advanced Memory and Neural Computing
- Turing patterns on discrete topologies: from networks to higher-order structures
2024/07/10 by Riccardo Muolo, Muolo, Riccardo, Lorenzo Giambagli +7 · 12 citations
Computer Science · #Adaptation and Self-Organizing Systems (nlin.AO) #Cellular Automata and Applications #Dynamical Systems (math.DS) #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Pattern Formation and Solitons (nlin.PS) #Statistical Mechanics (cond-mat.stat-mech)
- Diffusion-driven instability of topological signals coupled by the Dirac operator
2022/07/15 by Lorenzo Giambagli, Giambagli, Lorenzo, Lucille Calmon +7 · 5 citations
Chemistry · Computer Science · Neuroscience · #Adaptation and Self-Organizing Systems (nlin.AO) #Dynamical Systems (math.DS) #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Molecular spectroscopy and chirality #Nonlinear Dynamics and Pattern Formation #Pattern Formation and Solitons (nlin.PS) #Photoreceptor and optogenetics research #Statistical Mechanics (cond-mat.stat-mech)
- Topology shapes dynamics of higher-order networks
2025/02/19 by Ana P. Millán, Hanlin Sun, Lorenzo Giambagli +8 · 1 voice · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #Gene Regulatory Network Analysis #Topological and Geometric Data Analysis
- Global Topological Dirac Synchronization
2024/10/20 by Timotéo Carletti, Lorenzo Giambagli, Carletti, Timoteo +5 · 4 citations
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · Mathematics · #Microtubule and mitosis dynamics #Quantum chaos and dynamical systems #Algebraic and Geometric Analysis