Bianconi, Ginestra
- Learning from data with structured missingness
2023/04/04 by Robin Mitra, Mitra, Robin, Sarah F. McGough +37 · 9 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 · 8 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 · 7 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)
- Neuroscience needs Network Science
2023/05/10 by Barabási, Dániel L, Bianconi, Ginestra, Bullmore, Ed +17 · 4 citations
#FOS: Biological sciences #Neurons and Cognition (q-bio.NC)
- Mining higher-order triadic interactions
2024/04/23 by Niedostatek, Marta, Baptista, Anthony, Yamamoto, Jun +4 · 4 citations
#Adaptation and Self-Organizing Systems (nlin.AO) #FOS: Computer and information sciences #FOS: Physical sciences #Mathematical Physics (math-ph) #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Statistical Mechanics (cond-mat.stat-mech)
- Dirac-Equation Signal Processing: Physics Boosts Topological Machine Learning
2024/12/06 by Runyue Wang, Wang, Runyue, Yu Tian +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, Carletti, Timoteo, Lorenzo Giambagli +5 · 6 citations
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · Mathematics · #Microtubule and mitosis dynamics #Quantum chaos and dynamical systems #Algebraic and Geometric Analysis
- Zoo Guide to Network Embedding
2023/05/05 by Anthony Baptista, Rubén J. Sánchez-García, Baptista, Anthony +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Mathematical Physics (math-ph) #Social and Information Networks (cs.SI)
- 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