Minisymposia

Minisymposia are organized in slots of 2.30 hour for 6 talks of 20 minutes + 5 minutes discussion. Minisymposia with less than 6 talks (o 5 in case of keynote) may be requested to complete the slots with contributed talk selected by the Scientific Committee.

List of the confirmed Minisymposia

IS001 Advanced Numerical Methods and Machine Learning Techniques in Applied Science

Organized by: G. Gargano (University of Bari Aldo Moro, Italy), M. Menci (Università Campus Bio-Medico di Roma, Italy) and G. Settembre (University of Bari Aldo Moro, Italy)

Keywords: Computational optimization, Low-rank models and approximations, Scientific machine learning, Hybrid data-physics modeling

IS002 Advanced Numerical Methods and Algorithms for Differential and Integral Equations

Organized by: A. Cardone (University of Salerno, Italy), G. Frasca-Caccia (University of Salerno, Italy) and J. Martín Vaquero (University of Salamanca, Spain)

Keywords: numerical modelling, numerical solution of FDE, numerical solution of integral equations, numerical solution of ODE and PDE

IS003 Numerical and Analytical Approximation of Data and Functions with Applications (ANA&A)

Organized by: C. Cesarano (University Uninettuno, Italy), D. Conte (University of Salerno, Italy), A. De Rossi (University of Torino, Italy) and D. Occorsio (University of Basilicata, Italy)

Keywords: approximation theory, numerical solution of functional equations, orthogonal polynomials, special functions

IS004 Advancements in Time Evolution Operators in Scientific Machine Learning

Organized by: M. Caldana (Politecnico di Milano, Italy), S. Pagani (Politecnico di Milano, Italy) and G. Ziarelli (Università degli Studi di Milano, Italy)

Keywords: machine learning, neural networks, Scientific machine learning, time evolution

IS005 Advances and applications of Radial Basis Function-based meshless methods

Organized by: R. Zamolo (University of Trieste, Italy), L. Bacer (University of Trieste, Italy) and M. Munerato (ESTECO SpA, Italy)

Keywords: meshfree methods, meshless methods, numerical approximation of Partial Differential Equations, numerical solution of ODE and PDE, Radial Basis Function

IS006 Advances in Mathematical Models for Epidemics and Population Dynamics

Organized by: N. Parolini (MOX, DMAT, Politecnico di Milano, Italy), A. Pugliese (Università di Trento, Italy) and E. Venturino (Université Marie et Louis Pasteur, Italy)

Keywords: mathematical epidemiology

IS007 Advances in Unfitted Methods for PDEs with Evolving Interfaces

Organized by: A. Coco (University of Catania, Italy) and G. Russo (University of Catania, Italy)

Keywords: Coupled evolutionary PDEs, Ghost-point methods, High-order discretizations of PDEs, immersed boundary, multigrid methods, unfitted boundary methods

IS008 Advances in Nonlocal Problems with Applications

Organized by: S. Pellegrino (Politecnico di Bari, Italy) and M. Ruggeri (Alma Master Studiorum - Università di Bologna, Italy)

Keywords: mechanics, multiphysics, Nonlinear models, Nonlocal models, numerical modelling, PINN

IS009 Advances in Polytopal Methods with Applications in Engineering

Organized by: S. Bonetti (Politecnico di Milano, Italy), M. Botti (Politecnico di Milano, Italy), A. Cangiani (International School for Advanced Studies, Italy), M. Corti (Politecnico di Milano, Italy) and I. Fumagalli (Politecnico di Milano, Italy)

Keywords: numerical approximation of Partial Differential Equations, Polytopal methods

IS010 From Classical to Data-Driven: Modern Trends in Optimization and Regularization (Part 1)

Organized by: G. Franchini (University of Modena and Reggio Emilia, Italy), D. Pezzi (University of Modena and Reggio Emilia, Italy) and S. Rebegoldi (University of Modena and Reggio Emilia, Italy)

Keywords: machine learning, optimization, regularization

IS011 Approximation Methods And Mathematical Models

Organized by: I. Bulai (University of Torino, Italy) and R. Cavoretto (University of Torino, Italy)

Keywords: approximation methods , inverse problems, machine learning, mathematical biology, mathematical ecology , mathematical epidemiology , numerical integration, numerical linear algebra, numerical solution of ODE and PDE, optimal control , optimization , population dynamics

IS012 Direct and Inverse Percolation Problems: Physical and Machine Learning Approaches

Organized by: J. Giacomini (Università degli Studi di Camerino, Italy) and A. Barletta (Spici srl, Italy)

Keywords: coffee extraction, fluid percolation, inverse problems, machine learning

IS013 Mathematical and Computational Models for Tumor Evolution and Therapy

Organized by: G. Pozzi (DISMA - Politecnico di Torino, Italy) and C. Giverso (DISMA - Politecnico di Torino, Italy)

Keywords: digital twins, mathematical biology, Multiscale problems

IS014 Emerging trends in data processing & machine learning

Organized by: D. Lazzaro (Department of Mathematics of Bologna, Italy) and M. Pragliola (Department of Mathematics of Naples, Italy)

Keywords: diffusion models, image decomposition, machine learning, Statistical data processing, unstructured data

IS016 Discrete and continuum models of network dynamics and processes on networks

Organized by: J. Haskovec (KAUST, Saudi Arabia)

IS017 Nonlinear and Nonlocal Multiscale Models

Organized by: V. Iorio (University of L'Aquila, Italy) and S. Portaro (University of L'Aquila, Italy)

Keywords: Multiscale problems, Nonlinear models, Nonlocal models

IS018 Multiscale Dynamics of Complex Interacting Systems: Theory, Modeling and Applications

Organized by: A. Bondesan (University of Parma, Italy) and M. Conte (Politecnico of Torino, Italy)

IS019 Linear and Nonlinear Inverse Problems and Their Applications

Organized by: P. Diaz de Alba (University of Cagliari, Italy) and F. Pes (University of Cagliari, Italy)

Keywords: approximation methods, inverse problems, numerical linear algebra, optimization

IS020 Numerical Issues in Machine Learning for Dynamical Systems

Organized by: P. De Luca (Parthenope University of Naples, Italy), L. Marcellino (Parthenope University of Naples, Italy), G. Pagano (University Federico II of Naples, Italy) and L. SHAHRIYARI (University of Massachussetts Amherst, United States)

Keywords: neural networks, numerical approximation of Partial Differential Equations, Scientific machine learning

IS021 Mathematical and Computational Advances in Digital Twin Technology

Organized by: P. Africa (SISSA, Trieste, Italy), M. Girfoglio (University of Palermo, Italy), F. Pichi (SISSA, Trieste, Italy), N. Tonicello (SISSA, Trieste, Italy) and G. Rozza (SISSA, Trieste, Italy)

Keywords: data assimilation, digital twins, high-performance computing, reduced order methods, uncertainty quantification

IS022 Mechanobiology of Cell Migration: Insights from Mathematical Modelling

Organized by: F. Ballatore (Politecnico di Torino, Italy) and D. Morselli (University College London, United Kingdom)

Keywords: Computational biomedicine, mathematical biology, mechanics, Scientific computing

IS023 Mathematical and Numerical Advances in Biomedical Modeling and Simulation

Organized by: F. Renzi (Politecnico di Milano, Italy), M. Bucelli (Politecnico di Milano, Italy), F. Caforio (University of Graz, Austria), S. Pagani (Politecnico di Milano, Italy), R. Piersanti (Politecnico di Milano, Italy) and F. Regazzoni (Politecnico di Milano, Italy)

Keywords: Computational biomedicine , data assimilation, high-performance computing, Scientific computing, Scientific machine learning

IS024 Numerical Methods for Integral Equations and Applications

Organized by: A. Aimi (Università di Parma, Italy), L. Desiderio (Università di Messina, Italy) and S. Falletta (Politecnico di Torino, Italy)

Keywords: numerical solution of integral equations

IS025 Dynamic and Adaptive Regularization for Signal Decomposition and Source Localization Problems

Organized by: F. Benvenuto (University of Genova, Italy), C. Estatico (University of Genova, Italy) and A. Sorrentino (University of Genova, Italy)

Keywords: inverse problems, regularization

IS026 Mathematical Modelling in Soft Matter

Organized by: A. Boiardi (SISSA, Italy), R. Marchello (SISSA, Italy) and D. Riccobelli (SISSA, Italy)

Keywords: active matter, mechanics, multiphysics, soft matter

IS027 Advances in Surrogate and Reduced Order Models in Simulation Science

Organized by: F. Della Santa (DISMA, politecnico di Torino, Italy) and M. Strazzullo (DISMA, politecnico di Torino, Italy)

Keywords: approximation methods, reduced order methods, Scientific machine learning

IS028 Modern Optimization Methods for Industrial Applications: from Image Processing to Cybersecurity

Organized by: D. Evangelista (University of Bologna, Italy) and E. Loli Piccolomini (University of Bologna, Italy)

Keywords: continual learning, cybersecurity, medical imaging, neural networks, optimization, variational methods

IS029 Physics-based Surrogate Models and Scientific Machine Learning

Organized by: F. Pichi (SISSA, Italy), F. Regazzoni (Politecnico di Milano, Italy) and D. Torlo (Sapienza Università di Roma, Italy)

Keywords: physics-based surrogate, reduced order methods, Scientific machine learning

IS030 PINN's and nonlocal models

Organized by: G. Fanizza (LUM University, Italy) and F. Difonzo (LUM University, Italy)

Keywords: Nonlinear models, Nonlocal models, numerical solution of ODE and PDE, PINN

IS031 Preconditioning Techniques for Large-Scale Scientific Applications

Organized by: A. Martinez (University of Trieste, Italy) and M. Ferronato (University of Padova, Italy)

Keywords: high-performance computing, multiphysics, numerical linear algebra, numerical solution of ODE and PDE, Scientific computing

IS032 Recent advancements in numerical methods and physical modelling of multi-material flows

Organized by: N. Tonicello (SISSA, Italy), G. Orlando (CMAP - Centre de Mathématiques Appliquées, Éc, France), F. Dalla Barba (University of Padova, Italy) and M. Pelanti (ENSTA Paris, France)

Keywords: immersed boundary, multiphase

IS033 Recent Advances in Biological, Epidemiological, and Social Dynamics

Organized by: A. Viguerie (Università degli Studi di Urbino Carlo Bo, Italy) and M. Menale (Università degli Studi di Napoli Federico II, Italy)

IS034 Recent Trends in Models and Algorithms for Astronomical Imaging

Organized by: P. Massa (Fachhochschule Nordwestschweiz (FHNW), Switzerland) and S. Tozza (ALMA MATER STUDIORUM - Università di Bologna, Italy)

Keywords: Approximation theory, Astronomical imaging, Inverse problems, Machine learning, PDE-based methods, Solar X-ray imaging

IS035 Scientific Machine Learning for the Numerical Analysis of Large-Scale Complex and Multiscale Dynamical Systems

Organized by: F. Pichi (SISSA, Italy), G. Rozza (SISSA, Italy), L. Russo (STEMS-CNR, Italy) and C. Siettos (UNINA, Italy)

Keywords: Multiscale problems, Nonlinear models, numerical linear algebra, reduced order methods, Scientific machine learning

IS036 Scientific Machine Learning for the Numerical analysis of Large-Scale, Complex and Multiscale Dynamical Systems

Organized by: F. Pichi (SISSA, Italy), G. Rozza (SISSA, Italy), L. Russo (CNR, Italy) and C. Siettos (University of Naple, Italy)

Keywords: approximation methods, numerical approximation of Partial Differential Equations, PDE-based methods, Scientific machine learning

IS037 Semi-Lagrangian Schemes for Partial Differential Equations in Applied Mathematics

Organized by: E. Carlini (Sapienza Università di Roma, Italy) and A. Festa (Politecnico di Torino, Italy)

Keywords: numerical approximation of Partial Differential Equations, Semi-Lagrangian Schemes

IS038 Surrogates for complex parametric and time-dependent systems: bridging the gap between methods and applications

Organized by: C. Piazzola (Technical University of Munich, Germany), M. Giacomini (Universitat Politècnica de Catalunya & CIMNE, Spain) and L. Tamellini (CNR - IMATI, Italy)

IS039 From Classical to Data-Driven: Modern Trends in Optimization and Regularization (Part 2)

Keywords: machine learning, optimization, regularization

IS040 Numerical Methods for Addressing Traditional and Emerging Challenges in Finance

Organized by: S. Cuomo (Università degli Studi di Napoli Federico II, Italy), R. Fazio (Università degli Studi di Messina, Italy), C. Guardasoni (Università di Parma, Italy) and D. Vitulano (Università degli Studi La Sapienza di Roma, Italy)

IS041 Efficient numerical methods for direct or inverse wave propagation problems

Organized by: A. Aimi (Università degli Studi di Parma, Italy), G. Ciaramella (Politecnico di Milano, Italy), G. Di Credico (Università degli studi di Parma, Italy), C. Guardasoni (Università degli Studi di Parma, Italy) and I. Mazzieri (Politecnico di Milano, Italy)

Keywords: numerical approximation of Partial Differential Equations

IS042 Numerical Modeling for Sustainability

Organized by: D. Breda (University of Udine, Italy), D. Conte (University of Salerno, Italy) and R. D'Ambrosio (University of L'Aquila, Italy)

Keywords: delay differential equations, dynamical systems, numerical approximation of Partial Differential Equations, numerical modelling, stochastic differential equations, stochastic numerics, sustainability

IS043 Innovative techniques for reduced order models in fluid dynamics

Organized by: M. Carlino (ONERA, France) and A. Del Grosso (Inria, France)

Keywords: numerical approximation of Partial Differential Equations, reduced order methods

SIMAI 2025

Minisymposia

List of the confirmed Minisymposia