Giuseppe Visconti

Pubblicazioni

Titolo Pubblicato in Anno
Quinpi: Integrating Stiff Hyperbolic Systems with Implicit High Order Finite Volume Schemes COMMUNICATIONS IN COMPUTATIONAL PHYSICS 2024
Model of vehicle interactions with autonomous cars and its properties DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS. SERIES B. 2023
Mean-field limit of a hybrid system for multi-lane multi-class traffic ESAIM-CONTROL OPTIMISATION AND CALCULUS OF VARIATIONS 2023
Quinpi: Integrating Conservation Laws with CWENO Implicit Methods COMMUNICATIONS ON APPLIED MATHEMATICS AND COMPUTATION 2022
MEAN-FIELD AND KINETIC DESCRIPTIONS OF NEURAL DIFFERENTIAL EQUATIONS FOUNDATIONS OF DATA SCIENCE 2022
Recent Trends on Nonlinear Filtering for Inverse Problems COMMUNICATIONS IN APPLIED AND INDUSTRIAL MATHEMATICS 2022
A stabilization of a continuous limit of the ensemble kalman inversion SIAM JOURNAL ON NUMERICAL ANALYSIS 2022
Crowd Dynamics: Modeling and Control of Multiagent Systems ANNUAL REVIEW OF CONTROL, ROBOTICS, AND AUTONOMOUS SYSTEMS 2022
Numerical boundary control for semilinear hyperbolic systems MATHEMATICAL CONTROL AND RELATED FIELDS 2022
Continuous limits of residual neural networks in case of large input data COMMUNICATIONS IN APPLIED AND INDUSTRIAL MATHEMATICS 2022
Mean-Field of Optimal Control Problems for Hybrid Model of Multilane Traffic IEEE CONTROL SYSTEMS LETTERS 2021
From Kinetic to Macroscopic Models and Back SEMA SIMAI Springer Series 2021
Reconstruction of Traffic Speed Distributions from Kinetic Models with Uncertainties SEMA SIMAI Springer Series 2021
Prediction of Particle Properties in Plasma Spraying Based on Machine Learning JOURNAL OF THERMAL SPRAY TECHNOLOGY 2021
Mean-field of optimal control problems for hybrid model of multilane traffic Volume 2021-May 2021
QUALITATIVE PROPERTIES OF MATHEMATICAL MODEL FOR DATA FLOW NETWORKS AND HETEROGENEOUS MEDIA 2021
The BGK approximation of kinetic models for traffic KINETIC AND RELATED MODELS 2020
Continuous limits for constrained ensemble Kalman filter INVERSE PROBLEMS 2020
Mean field models for large data-clustering problems NETWORKS AND HETEROGENEOUS MEDIA 2020
Efficient Implementation of Adaptive Order Reconstructions JOURNAL OF SCIENTIFIC COMPUTING 2020

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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