Ginestra Bianconi
- The physics of higher-order interactions in complex systems
2021/10/01 by Federico Battiston, Enrico Amico, Alain Barrat +11 · 2 voices · 46 citations
Physics and Astronomy · Psychology · #Complex Network Analysis Techniques #Mental Health Research Topics #Opinion Dynamics and Social Influence
- Interdisciplinary and physics challenges of network theory
2015/09/01 by Ginestra Bianconi · 1 voice · 2 citations
Neuroscience · Engineering · Physics and Astronomy · #Functional Brain Connectivity Studies #Molecular Communication and Nanonetworks #Complex Network Analysis Techniques
- Learning from data with structured missingness
2023/04/04 by Robin Mitra, Sarah F. McGough, Mitra, Robin +37 · 5 citations
Computer Science · Environmental Science · #FOS: Computer and information sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Text and Document Classification Technologies
- Persistent Dirac for molecular representation
2023/02/05 by JunJie Wee, Ginestra Bianconi, Wee, JunJie +3 · 6 citations
Computer Science · #Biomolecules (q-bio.BM) #FOS: Biological sciences #Geochemistry and Geologic Mapping #Topological and Geometric Data Analysis
- Diffusion-driven instability of topological signals coupled by the Dirac operator
2022/07/15 by Lorenzo Giambagli, Lucille Calmon, Giambagli, Lorenzo +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)
- Network Geometry and Complexity
2018/07/18 by Daan Mulder, Ginestra Bianconi · 3 citations
Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Complex Network Analysis Techniques #Opinion Dynamics and Social Influence #Gene Regulatory Network Analysis
- 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
- Dirac-Equation Signal Processing: Physics Boosts Topological Machine Learning
2024/12/06 by Runyue Wang, Yu Tian, Wang, Runyue +5 · 4 citations
Computer Science · #Computational Physics and Python Applications #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Physics and Society (physics.soc-ph) #Quantum Physics (quant-ph) #Social and Information Networks (cs.SI) #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
- Non-parametric learning critical behavior in Ising partition functions: PCA entropy and intrinsic dimension
2023/08/25 by Rajat Kumar Panda, Panda, Rajat K., Roberto Verdel +9 · 1 citation
Physics and Astronomy · Mathematics · #Theoretical and Computational Physics #Complex Network Analysis Techniques #Markov Chains and Monte Carlo Methods