Giuseppe Visconti

Pubblicazioni

Titolo Pubblicato in Anno
Identifying trending model coefficients with an ensemble Kalman filter - A demonstration on a force model for milling IFAC-PapersOnLine 2020
Kinetic methods for inverse problems KINETIC AND RELATED MODELS 2019
Optimal definition of the nonlinear weights in multidimensional central Wenoz reconstructions SIAM JOURNAL ON NUMERICAL ANALYSIS 2019
Spectral methods to study the robustness of residual neural networks with infinite layers FOUNDATIONS OF DATA SCIENCE 2019
CWENO: uniformly accurate reconstructions for balance laws MATHEMATICS OF COMPUTATION 2018
Cool WENO schemes COMPUTERS & FLUIDS 2018
A two-dimensional data-driven model for traffic flow on highways NETWORKS AND HETEROGENEOUS MEDIA 2018
Hybrid stochastic kinetic description of two-dimensional traffic dynamics SIAM JOURNAL ON APPLIED MATHEMATICS 2018
Macroscopic modeling of multilane motorways using a two-dimensional second-order model of traffic flow SIAM JOURNAL ON APPLIED MATHEMATICS 2018
Analysis of risk levels for traffic on a multi-lane highway⁎ IFAC-PapersOnLine 2018
Analysis of a multi-population kinetic model for traffic flow COMMUNICATIONS IN MATHEMATICAL SCIENCES 2017
Multivalued fundamental diagrams of traffic flow in the kinetic Fokker–Planck limit MULTISCALE MODELING & SIMULATION 2017
Kinetic models for traffic flow resulting in a reduced space of microscopic velocities KINETIC AND RELATED MODELS 2017
Fundamental diagrams in traffic flow: the case of heterogeneous kinetic models COMMUNICATIONS IN MATHEMATICAL SCIENCES 2016

ERC

  • PE1_10
  • PE1_11
  • PE1_12
  • PE1_18
  • PE1_19
  • PE1_20
  • PE1_21
  • PE1_22

Interessi di ricerca

Multiscale mathetmatical models for multi-agent systems: vehicular traffic flow, data-flow, neural networks, etc.

Finite volume schemes for hyperbolic conservation and balance laws.

Numerical methods for ordinary differential equations.

Filtering methods for the numerical solution of inverse problems and parameter identification problems.

Keywords

Nonlinear kinetic PDEs
kinetic models
mathematical models
traffic flow optimization
finite volume schemes
hyperbolic systems
Multi-agent Systems
Nonlinear ordinary differential equations
kinetic stabilization
Applied Mathematics
Numerical Analysis
Mean field equation
Boltzmann equation
Interacting particle systems
CWENO reconstruction
kalman filters
optimization and optimal control

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