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

Información del proyecto

DATAHYKING

Identificador del acuerdo de subvención: 101072546

DOI

10.3030/101072546

Fecha de la firma de la CE 28 Noviembre 2022

Fecha de inicio 1 Marzo 2023

Fecha de finalización 30 Septiembre 2027

Financiado con arreglo a

• Marie Skłodowska-Curie Actions (MSCA)

Coste total

Sin datos

Aportación de la UE

€ 3 465 345,60

Coordinado por

KATHOLIEKE UNIVERSITEIT LEUVEN
Belgium

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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

Publicaciones

Book chapters (1)

Higher-Order Meshfree Methods for BGK Equations with Moving Boundaries

Autores: Klaas Willems, Sudarshan Tiwari, Axel Klar
Publicado en: Springer Aerospace Technology, Rarefied Gas Dynamics, 2026
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-032-00094-1_39

Peer reviewed articles (18)

Projective Integration Schemes for Nonlinear Degenerate Parabolic Systems

Autores: Tommaso Tenna
Publicado en: Journal of Scientific Computing, Edición 107, 2026, ISSN 0885-7474
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S10915-026-03286-9

Higher-Order Meshless Schemes for Hyperbolic Equations

Autores: Klaas Willems, Axel Klar, Giovanni Samaey
Publicado en: Journal of Scientific Computing, Edición 105, 2025, ISSN 0885-7474
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S10915-025-03124-4

Numerical Modeling of Flocking Dynamics with Topological Interactions

Autores: Marta Menci, Thierry Paul, Stefano Rossi, Tommaso Tenna
Publicado en: Communications in Computational Physics, Edición 39, 2025, ISSN 1991-7120
Editor: 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 -->"

Autores: Ilaria Ciaramaglia, Paola Goatin, Gabriella Puppo
Publicado en: Communications in Mathematical Sciences, Edición 24, 2026, ISSN 1539-6746
Editor: International Press of Boston
DOI: 10.4310/CMS.260103000144

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

Autores: Klaas Willems, Vince Maes, Zhirui Tang, Giovanni Samaey
Publicado en: Kinetic and Related Models, Edición 19, 2025, ISSN 1937-5093
Editor: 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

Autores: Gabriella Puppo, Thomas Rey, Tommaso Tenna
Publicado en: Physical Review E, Edición 113, 2026, ISSN 2470-0045
Editor: American Physical Society (APS)
DOI: 10.1103/QPH7-WC2M

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

Autores: Martin Gugat, Michael Herty, Jiehong Liu, Chiara Segala
Publicado en: Optimal Control Applications and Methods, Edición 45, 2024, ISSN 0143-2087
Editor: Wiley
DOI: 10.1002/OCA.3172

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

Autores: Ilaria Ciaramaglia, Paola Goatin, Gabriella Puppo
Publicado en: Discrete and Continuous Dynamical Systems - B, Edición 30, 2024, ISSN 1531-3492
Editor: 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

Autores: Panchatchram Mariappan; Klaas Willems; Gangadhara Boregowda; Sudarshan Tiwari; Axel Klar
Publicado en: CoRR, 2024
Editor: ARXIV
DOI: 10.48550/ARXIV.2408.02350

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

Autores: Stefano Marchesani, Gabriella Puppo, Sara Veneruso
Publicado en: SSRN Electronic Journal, 2024, ISSN 1556-5068
Editor: 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

Autores: Marta Menci, Roberto Natalini, Tommaso Tenna
Publicado en: Multiscale Modeling & Simulation, Edición 24, 2026, ISSN 1540-3459
Editor: Society for Industrial & Applied Mathematics (SIAM)
DOI: 10.1137/25M1751189

Higher-Order Meshless Schemes for Hyperbolic Equations

Autores: Klaas Willems, Axel Klar, Giovanni Samaey
Publicado en: Journal of Scientific Computing, Edición 105, 2025, ISSN 0885-7474
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S10915-025-03124-4

The Boltzmann Equation for a Multi-Species Inelastic Mixture

Autores: Thomas Rey, Tommaso Tenna
Publicado en: Journal of Statistical Physics, Edición 192, 2025, ISSN 1572-9613
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S10955-025-03532-8

The Boltzmann Equation for a Multi-Species Inelastic Mixture

Autores: Thomas Rey, Tommaso Tenna
Publicado en: Journal of Statistical Physics, Edición 192, 2025, ISSN 1572-9613
Editor: 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

Autores: Paola Goatin, Axel Klar, Carmen Mezquita-Nieto
Publicado en: Optimization and Engineering, 2026, ISSN 1389-4420
Editor: 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

Autores: Ciaramaglia, Ilaria; Goatin, Paola; Puppo, Gabriella
Publicado en: CoRR, 2025
Editor: arxiv
DOI: 10.48550/ARXIV.2501.09440

A meshless MUSCL method for the BGK-Boltzmann equation

Autores: Klaas Willems, Axel Klar, Giovanni Russo, Giovanni Samaey, Sudarshan Tiwari
Publicado en: Journal of Computational Physics, Edición 563, 2026, ISSN 0021-9991
Editor: Elsevier BV
DOI: 10.1016/J.JCP.2026.115111

Micro-macro decomposition of particle swarm optimization methods

Autores: Michael Herty, Sara Veneruso
Publicado en: Kinetic and Related Models, Edición 19, 2025, ISSN 1937-5093
Editor: American Institute of Mathematical Sciences (AIMS)
DOI: 10.3934/KRM.2025016