• 02-12-2025 » PhD Position: Machine Learning for Fusion Energy Plasma Turbulence
• 18-11-2025 » The Effects of Remote Working on Scientific Collaboration and Impact
• 16-11-2025 » First place at the ACM ICAIF 2025 Cryptocurrency Forecasting Competition
• 14-11-2025 » Algebraformer: A Neural Approach to Linear Systems
• 11-11-2025 » Paper accepted @ Medical & Biological Engineering & Computing.
• 11-11-2025 » Generalized Friendship Paradoxes in Network Science
• 08-11-2025 » Stuart-Landau Oscillatory Graph Neural Network
• 17-10-2025 » Congratulations Arturo!
• 05-10-2025 » Synchronization of coupled Stuart-Landau oscillators: How heterogeneity can facilitate synchronization
• 05-09-2025 » Paper accepted @ SIAM Journal on Mathematical Analysis
• 12-08-2025 » An Efficient Network-aware Direct Search Method for Influence Maximization
• 16-07-2025 » Paper accepted @ Physical Review Letters
• 15-07-2025 » Nonlinear Joint Spectral Radius
• 18-06-2025 » Graph-Convolutional-Beta-VAE for Synthetic Abdominal Aorta Aneurysm Generation
• 23-05-2025 » Congratulations Dayana!
• 19-05-2025 » Hidden Structures in Dynamical Systems, Optimisation and Machine Learning
• 18-05-2025 » COST Action mSPACE funded!
• 02-05-2025 » Core-periphery detection in multilayer networks
• 21-04-2025 » Presenting Our Work at ICLR 2025
• 02-04-2025 » Nonlinear Spectral Graph Theory
• 12-02-2025 » Efficient Sparsification of Simplicial Complexes via Local Densities of States
• 02-02-2025 » Rethinking Oversmoothing in Graph Neural Networks: A Rank-Based Perspective
• 20-01-2025 » Papers accepted @ ICLR 2025
• 19-01-2025 » Stability of neural ODEs by a control over the expansivity of their flows
• 10-01-2025 » Improving the robustness of neural ODEs with minimal weight perturbation
• 01-01-2025 » A Low-Rank Perspective on Oversmoothing in Graph Neural Networks
• 05-12-2024 » Computational Aspects of Complex Networks
• 26-11-2024 » Talk @ LoRAINNe’24 workshop
• 18-11-2024 » GAIL Fellow at the Generative AI Lab
• 02-11-2024 » Numerical Analysis Seminar at University of Bath
• 27-10-2024 » The graph $\infty$-Laplacian eigenvalue problem
• 25-10-2024 » dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation
• 24-10-2024 » GeoLoRA: Geometric integration for parameter efficient fine-tuning
• 17-10-2024 » Low-Rank Adversarial PGD Attack
• 11-10-2024 » Solaris, the first foundation model for the Sun
• 26-09-2024 » Paper accepted @ NeurIPS 2024
• 19-09-2024 » Bayes fellowship
• 10-09-2024 » Paper accepted @ Nature Human Behaviour
• 09-09-2024 » What we should learn from pandemic publishing
• 03-09-2024 » Recent advancements in uncertainty quantification for scientific machine learning, artificial intelligence and sampling algorithms
• 01-09-2024 » New postdoc joining our group
• 08-08-2024 » --------------------------------------
• 20-07-2024 » Paper accepted @ SIAM Journal on Matrix Analysis
• 13-06-2024 » Testing Quantum and Simulated Annealers on the Drone Delivery Packing Problem
• 12-06-2024 » Paper accepted @ Proceedings Royal Society A
• 20-05-2024 » Talk @ ICMS Big Data Inverse Problems Workshop
• 16-05-2024 » Talk @ SIAM LA 2024
• 12-05-2024 » Low-rank Numerical Patterns of Dynamical Systems and Neural Networks
• 11-05-2024 » The Linear Algebra of Multilayer Networks
• 10-05-2024 » Geometry-aware training of factorized layers in tensor Tucker format
• 09-05-2024 » Dr Anton Savostianov
• 01-05-2024 » Paper accepted @ ICML 2024
• 25-04-2024 » Paper accepted @ Science Advances
• 11-04-2024 » Numerical Analysis in the Era of Data Science
• 05-03-2024 » Subhomogeneous Deep Equilibrium Models
• 03-03-2024 » Paper accepted @ AI4DiffEqtnsInSci ICLR Workshop
• 01-03-2024 » Turing fellowship
• 28-02-2024 » Solaris: A Foundation Model for the Sun
• 28-02-2024 » Mixture of Neural Operators: Incorporating Historical Information for Longer Rollouts
• 07-02-2024 » Provable Emergence of Deep Neural Collapse and Low-Rank Bias in $L^2$-Regularized Nonlinear Networks
• 27-01-2024 » Cholesky-like Preconditioner for Hodge Laplacians via Heavy Collapsible Subcomplex
• 13-01-2024 » Collaboration and topic switches in science
• 14-12-2023 » Call for PhD applications @ Maxwell Institute’s Graduate School
• 12-12-2023 » Paper accepted on ESAIM: M2AN
• 06-11-2023 » Visiting MaLGa Machine Learning Genoa Center
• 01-11-2023 » A nonlinear spectral core-periphery detection method for multiplex networks
• 06-10-2023 » Paper accepted on EURO J Computational Optimization
• 22-09-2023 » Paper accepted on NeurIPS 2023
• 06-06-2023 » Learning the effective order of a hypergraph dynamical system
• 05-06-2023 » Robust low-rank training via approximate orthonormal constraints
• 21-05-2023 » DLRA Workshop @ EPFL
• 09-05-2023 » SIAM SIGEST paper available online
• 09-05-2023 » Numerical Linear Algebra Days @ GSSI
• 08-05-2023 » Nonlinear Perron-Frobenius theorems for nonnegative tensors
• 25-04-2023 » Paper accepted @ ICML 2023
• 18-04-2023 » Unique Nash equilibrium of a nonlinear model of opinion dynamics on networks with friction-inspired stubbornness
• 18-04-2023 » Joining the editorial board of CMM
• 15-04-2023 » Plenary talk at IC2S2 2023 conference
• 23-03-2023 » Three talks at NetSci 2023 conference
• 20-03-2023 » SIAM SIGEST Outstanding paper award
• 10-03-2023 » Optimizing network robustness via Krylov subspaces
• 08-02-2023 » Presenting today @ University of Rome TorVergata
• 28-01-2023 » Laplacian-based Semi-Supervised Learning in Multilayer Hypergraphs by Coordinate Descent
• 11-01-2023 » Quantifying the structural stability of simplicial homology
• 05-01-2023 » Paper accepted on Applied and Computational Harmonic Analysis
• 19-12-2022 » --------------------------------------
• 17-12-2022 » Data Science in Action at University of Padua
• 09-12-2022 » Presenting today @ Örebro University
• 23-11-2022 » --------------------------------------
• 28-10-2022 » Presenting today @ Texas A&M University
• 15-09-2022 » Paper accepted on NeurIPS 2022
• 14-09-2022 » Nonlinear Spectral Duality
• 19-08-2022 » Report on the XXI Householder Symposium
• 13-06-2022 » Paper accepted on Journal of Complex Networks
• 13-06-2022 » Paper accepted on European Journal of Applied Mathematics
• 11-06-2022 » Open postdoc position GSSI-SNS
• 03-06-2022 » Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
• 25-05-2022 » Presenting today @ USTC Hefei
• 18-05-2022 » Paper accepted @ KDD 2022
• 15-05-2022 » Paper accepted @ ICML 2022
• 09-05-2022 » Numerical Methods for Compression and Learning
• 01-05-2022 » A Variance-aware Multiobjective Louvain-like Method for Community Detection in Multiplex Networks
• 25-04-2022 » Learning the right layers: a data-driven layer-aggregation strategy for semi-supervised learning on multilayer graphs
• 07-04-2022 » Talk @ Calcolo Scientifico e Modelli Matematici (CSMM) workshop
• 25-02-2022 » Core-periphery detection in hypergraphs
• 15-02-2022 » --------------------------------------
• 13-02-2022 » Traveling to Naples for the 2ggALN
• 10-02-2022 » Presenting today @ MPI Leipzig
• 10-01-2022 » STANDS pro3 grant
• 05-01-2022 » Core-periphery partitioning and quantum annealing
• 04-01-2022 » Nodal domain count for the generalized graph $p$-Laplacian
• 21-11-2021 » COMPiLE Reading Group
• 18-11-2021 » The self-consistent field iteration for p-spectral clustering
• 11-11-2021 » Talk @ Numerical Methods and Scientific Computing (NMSC) conference
• 27-09-2021 » Top 20 most cited papers on SIMAX
• 22-09-2021 » --------------------------------------
• 08-06-2021 » Paper open-access on Journal of Scientific Computing
• 01-06-2021 » Hitting times for second-order random walks
• 18-05-2021 » Minitutorial @ SIAM LA 2021
• 17-05-2021 » Minisymposium @ SIAM LA
• 20-04-2021 » Presenting today @ TU Eindhoven
• 09-04-2021 » Presenting today @ Joint GSSI-Sapienza AI seminar
• 01-04-2021 » Nonlinear Feature Diffusion on Hypergraphs
• 18-01-2021 » Node and Edge Eigenvector Centrality for Hypergraphs
• 15-01-2021 » Paper accepted on The Web Conference 2021
• 30-11-2020 » Presenting today @ Cornell
• 17-11-2020 » Presenting today @ UniPisa
• 06-10-2020 » Paper accepted on ESAIM: Math Modelling and Num Analysis
• 16-09-2020 » Minitutorial @ SIAM LA 2021
• 17-08-2020 » Editor for SIAM Review
• 21-07-2020 » Paper accepted on SIAM J Math of Data Science
• 17-07-2020 » Talk @ SIAM Imaging Science Conference
• 28-06-2020 » SIAM NS happening virtually on July 9 and 10
• 25-06-2020 » MSCA Day @ GSSI
• 16-06-2020 » Virtual minisymposium @ SIAM MDS
• 10-06-2020 » Nonlinear Higher-Order Label Spreading
• 04-06-2020 » Data Science Open Day @ Uni of Padua
• 10-05-2020 » Ergodicity coefficients for higher-order stochastic processes
• 21-04-2020 » One World seminars
• 17-03-2020 » Paper accepted on SIAM Applied Mathematics
• 26-02-2020 » Visit and Talk @ Uni Kent
• 21-02-2020 » The Global Convergence of the Nonlinear Power Method for Mixed-Subordinate Matrix Norms
• 20-02-2020 » Talk @ Rutherford Appleton Laboratory
• 07-02-2020 » Paper accepted on Proc Royal Society A
• 07-02-2020 » Doctoral course @ Uni Padua
• 30-01-2020 » Plenary talk @ HHXXI
• 29-01-2020 » Nonlocal PageRank
• 23-01-2020 » --------------------------------------
• 03-12-2019 » SIAM Workshop on Network Science 2020
• 15-11-2019 » Rome-Moscow school 2020
• 04-11-2019 » Generalized matrix means for semisupervised learning with multilayer graphs
• 29-10-2019 » A framework for second order eigenvector centralities and clustering coefficients
• 25-10-2019 » Generating large scale-free networks with the Chung-Lu random graph model
• 26-09-2019 » Shifted and extrapolated power methods for tensor $\ell^p$-eigenpairs
• 03-09-2019 » Paper accepted on NeurIPS19
• 01-09-2019 » A fast and robust kernel optimization method for core–periphery detection in directed and weighted graphs
• 06-08-2019 » Total variation based community detection using a nonlinear optimization approach
• 03-07-2019 » Visiting City University of Hong Kong
• 17-06-2019 » Exciting Strathclyde conferences coming soon: NACONF19 & EUROPT19
• 10-06-2019 » Extrapolation methods for fixed-point multilinear PageRank computations
• 01-06-2019 » Biennial Numerical Analysis Conference
• 24-04-2019 » Spectral Clustering of Signed Graphs via Matrix Power Means
• 20-04-2019 » Multi-Dimensional, Multilayer, Nonlinear and Dynamic HITS
• 10-04-2019 » ICIAM19: International Congress on Industrial and Applied Mathematics
• 05-04-2019 » A nonlinear spectral method for core-periphery detection in networks
• 01-03-2019 » ALAMA NLA 2019
• 15-11-2018 » Research visit @ Uni of Udine
• 13-09-2018 » Brief lecture course at Rome-Moscow school 2018
• 14-08-2018 » The contractivity of cone-preserving multilinear mappings
• 22-07-2018 » Visiting KTH Royal Institute of Technology
• 23-05-2018 » Two conferences in June
• 02-05-2018 » SIAM Applied Linear Algebra 2018
• 20-02-2018 » The Power Mean Laplacian for Multilayer Graph Clustering
• 18-02-2018 » The expected adjacency and modularity matrices in the degree corrected stochastic block model
• 30-01-2018 » Visiting University of Padua
• 17-01-2018 » A unifying Perron-Frobenius theorem for nonnegative tensors via multihomogeneous maps
• 18-12-2017 » Visiting Tufts University
• 09-12-2017 » SIAM ALA 18 Conference in Hong Kong
• 26-11-2017 » Rome Moscow School 2018
• 24-11-2017 » ZiF Final Conference
• 24-11-2017 » Node and layer eigenvector centralities for multiplex networks
• 30-09-2017 » Modularity bounds for clusters located by leading eigenvectors of the normalized modularity matrix
• 20-09-2017 » A modularity based spectral method for simultaneous community and anti-community detection
• 15-09-2017 » On the stability of network indices defined by means of matrix functions
• 18-08-2017 » Community detection in networks via nonlinear modularity eigenvectors
• 03-07-2017 » Starting at Strathclyde
• 01-07-2017 » Euler-Richardson method preconditioned by weakly stochastic matrix algebras: a potential contribution to Pagerank computation
• 01-06-2017 » An Efficient Multilinear Optimization Framework for Hypergraph Matching
• 18-03-2017 » A nodal domain theorem and a higher-order Cheeger inequality for the graph p-Laplacian
• 14-02-2017 » The Perron-Frobenius theorem for multihomogeneous mappings
• 01-09-2016 » Localization of dominant eigenpairs and planted communities by means of Frobenius inner products
• 01-08-2016 » Generalized modularity matrices
• 01-08-2016 » Clustering Signed Networks with the Geometric Mean of Laplacians
• 01-05-2016 » Lower triangular Toeplitz-Ramanujan systems whose solution yields the Bernoulli numbers
• 03-08-2015 » A note on certain ergodicity coefficients
• 16-04-2015 » Adaptive matrix algebras in unconstrained minimization
• 15-04-2015 » On complex power nonnegative matrices
• 28-09-2014 » An algebraic analysis of the graph modularity
• 28-09-2013 » Optimal Rank Matrix Algebras Preconditioners
• 28-09-2011 » A preconditioning approach to the Pagerank computation
• 01-01-0001 » Contractivity of neural ODEs: an eigenvalue optimization problem