Data-driven simulation, uncertainty quantification and optimization for hyperbolic and kinetic models

Informazioni relative al progetto

DATAHYKING

ID dell’accordo di sovvenzione: 101072546

DOI

10.3030/101072546

Data della firma CE 28 Novembre 2022

Data di avvio 1 Marzo 2023

Data di completamento 30 Settembre 2027

Finanziato da

• Marie Skłodowska-Curie Actions (MSCA)

Costo totale

Nessun dato

Contributo UE

€ 3 465 345,60

Coordinato da

KATHOLIEKE UNIVERSITEIT LEUVEN
Belgium

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Other (6)

Network-wide research and training events, M12

Network-wide research and training events

Technical and transferable skills training courses, M18

Technical and transferable skills training courses

Network-wide research and training events, M24

Network-wide research and training events

Joint recruitment meeting, including supervisor training
DC positions advertised
Technical and transferable skills training courses, M8

Technical and transferable skills training courses

Websites, patent fillings, videos etc. (1)

Public website and social media handles

Pubblicazioni

Book chapters (1)

Higher-Order Meshfree Methods for BGK Equations with Moving Boundaries

Autori: Klaas Willems, Sudarshan Tiwari, Axel Klar
Pubblicato in: Springer Aerospace Technology, Rarefied Gas Dynamics, 2026
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-00094-1_39

Peer reviewed articles (18)

Projective Integration Schemes for Nonlinear Degenerate Parabolic Systems

Autori: Tommaso Tenna
Pubblicato in: Journal of Scientific Computing, Numero 107, 2026, ISSN 0885-7474
Editore: Springer Science and Business Media LLC
DOI: 10.1007/S10915-026-03286-9

Higher-Order Meshless Schemes for Hyperbolic Equations

Autori: Klaas Willems, Axel Klar, Giovanni Samaey
Pubblicato in: Journal of Scientific Computing, Numero 105, 2025, ISSN 0885-7474
Editore: Springer Science and Business Media LLC
DOI: 10.1007/S10915-025-03124-4

Numerical Modeling of Flocking Dynamics with Topological Interactions

Autori: Marta Menci, Thierry Paul, Stefano Rossi, Tommaso Tenna
Pubblicato in: Communications in Computational Physics, Numero 39, 2025, ISSN 1991-7120
Editore: Global Science Press
DOI: 10.4208/CICP.OA-2025-0078

"<!--StartFragment --><span class=""cf0"">A multi-class nonlocal macroscopic model with time delay for mixed autonomous / human-driven traffic</span><!--EndFragment -->"

Autori: Ilaria Ciaramaglia, Paola Goatin, Gabriella Puppo
Pubblicato in: Communications in Mathematical Sciences, Numero 24, 2026, ISSN 1539-6746
Editore: International Press of Boston
DOI: 10.4310/CMS.260103000144

Kinetic-diffusion-rotation algorithm for dose estimation in electron beam therapy

Autori: Klaas Willems, Vince Maes, Zhirui Tang, Giovanni Samaey
Pubblicato in: Kinetic and Related Models, Numero 19, 2025, ISSN 1937-5093
Editore: American Institute of Mathematical Sciences (AIMS)
DOI: 10.3934/KRM.2025018

Formal derivation of an isentropic two-phase flow model from the multispecies Boltzmann equation

Autori: Gabriella Puppo, Thomas Rey, Tommaso Tenna
Pubblicato in: Physical Review E, Numero 113, 2026, ISSN 2470-0045
Editore: American Physical Society (APS)
DOI: 10.1103/QPH7-WC2M

The turnpike property for high‐dimensional interacting agent systems in discrete time

Autori: Martin Gugat, Michael Herty, Jiehong Liu, Chiara Segala
Pubblicato in: Optimal Control Applications and Methods, Numero 45, 2024, ISSN 0143-2087
Editore: Wiley
DOI: 10.1002/OCA.3172

Non-local traffic flow models with time delay: Well-posedness and numerical approximation

Autori: Ilaria Ciaramaglia, Paola Goatin, Gabriella Puppo
Pubblicato in: Discrete and Continuous Dynamical Systems - B, Numero 30, 2024, ISSN 1531-3492
Editore: American Institute of Mathematical Sciences (AIMS)
DOI: 10.3934/DCDSB.2024113

High-performance computing for the BGK model of the Boltzmann equation with a meshfree Arbitrary Lagrangian-Eulerian (ALE) method

Autori: Panchatchram Mariappan; Klaas Willems; Gangadhara Boregowda; Sudarshan Tiwari; Axel Klar
Pubblicato in: CoRR, 2024
Editore: ARXIV
DOI: 10.48550/ARXIV.2408.02350

Dynamics of Shocks in Financial Markets Mitigated by a Central Clearing Counterparty

Autori: Stefano Marchesani, Gabriella Puppo, Sara Veneruso
Pubblicato in: SSRN Electronic Journal, 2024, ISSN 1556-5068
Editore: Elsevier BV
DOI: 10.2139/SSRN.4719723

Numerical Study on a Multidimensional Pressureless Euler-Type Model with Nonlocal Interactions and Chemotaxis for Collective Cell Migration

Autori: Marta Menci, Roberto Natalini, Tommaso Tenna
Pubblicato in: Multiscale Modeling & Simulation, Numero 24, 2026, ISSN 1540-3459
Editore: Society for Industrial & Applied Mathematics (SIAM)
DOI: 10.1137/25M1751189

Higher-Order Meshless Schemes for Hyperbolic Equations

Autori: Klaas Willems, Axel Klar, Giovanni Samaey
Pubblicato in: Journal of Scientific Computing, Numero 105, 2025, ISSN 0885-7474
Editore: Springer Science and Business Media LLC
DOI: 10.1007/S10915-025-03124-4

The Boltzmann Equation for a Multi-Species Inelastic Mixture

Autori: Thomas Rey, Tommaso Tenna
Pubblicato in: Journal of Statistical Physics, Numero 192, 2025, ISSN 1572-9613
Editore: Springer Science and Business Media LLC
DOI: 10.1007/S10955-025-03532-8

The Boltzmann Equation for a Multi-Species Inelastic Mixture

Autori: Thomas Rey, Tommaso Tenna
Pubblicato in: Journal of Statistical Physics, Numero 192, 2025, ISSN 1572-9613
Editore: Springer Science and Business Media LLC
DOI: 10.1007/S10955-025-03532-8

Discrete adjoint gradient computation for multiclass traffic flow models on road networks

Autori: Paola Goatin, Axel Klar, Carmen Mezquita-Nieto
Pubblicato in: Optimization and Engineering, 2026, ISSN 1389-4420
Editore: Springer Science and Business Media LLC
DOI: 10.1007/S11081-026-10122-4

A multi-class non-local macroscopic model with time delay for mixed autonomous / human-driven traffic

Autori: Ciaramaglia, Ilaria; Goatin, Paola; Puppo, Gabriella
Pubblicato in: CoRR, 2025
Editore: arxiv
DOI: 10.48550/ARXIV.2501.09440

A meshless MUSCL method for the BGK-Boltzmann equation

Autori: Klaas Willems, Axel Klar, Giovanni Russo, Giovanni Samaey, Sudarshan Tiwari
Pubblicato in: Journal of Computational Physics, Numero 563, 2026, ISSN 0021-9991
Editore: Elsevier BV
DOI: 10.1016/J.JCP.2026.115111

Micro-macro decomposition of particle swarm optimization methods

Autori: Michael Herty, Sara Veneruso
Pubblicato in: Kinetic and Related Models, Numero 19, 2025, ISSN 1937-5093
Editore: American Institute of Mathematical Sciences (AIMS)
DOI: 10.3934/KRM.2025016