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

Project Information

DATAHYKING

Grant agreement ID: 101072546

DOI

10.3030/101072546

EC signature date 28 November 2022

Start date 1 March 2023

End date 30 September 2027

Funded under

• Marie Skłodowska-Curie Actions (MSCA)

Total cost

No data

EU contribution

€ 3 465 345,60

Coordinated by

KATHOLIEKE UNIVERSITEIT LEUVEN
Belgium

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

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

Publications

Book chapters (1)

Higher-Order Meshfree Methods for BGK Equations with Moving Boundaries

Author(s): Klaas Willems, Sudarshan Tiwari, Axel Klar
Published in: Springer Aerospace Technology, Rarefied Gas Dynamics, 2026
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-032-00094-1_39

Peer reviewed articles (18)

Projective Integration Schemes for Nonlinear Degenerate Parabolic Systems

Author(s): Tommaso Tenna
Published in: Journal of Scientific Computing, Issue 107, 2026, ISSN 0885-7474
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S10915-026-03286-9

Higher-Order Meshless Schemes for Hyperbolic Equations

Author(s): Klaas Willems, Axel Klar, Giovanni Samaey
Published in: Journal of Scientific Computing, Issue 105, 2025, ISSN 0885-7474
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S10915-025-03124-4

Numerical Modeling of Flocking Dynamics with Topological Interactions

Author(s): Marta Menci, Thierry Paul, Stefano Rossi, Tommaso Tenna
Published in: Communications in Computational Physics, Issue 39, 2025, ISSN 1991-7120
Publisher: 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 -->"

Author(s): Ilaria Ciaramaglia, Paola Goatin, Gabriella Puppo
Published in: Communications in Mathematical Sciences, Issue 24, 2026, ISSN 1539-6746
Publisher: International Press of Boston
DOI: 10.4310/CMS.260103000144

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

Author(s): Klaas Willems, Vince Maes, Zhirui Tang, Giovanni Samaey
Published in: Kinetic and Related Models, Issue 19, 2025, ISSN 1937-5093
Publisher: 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

Author(s): Gabriella Puppo, Thomas Rey, Tommaso Tenna
Published in: Physical Review E, Issue 113, 2026, ISSN 2470-0045
Publisher: American Physical Society (APS)
DOI: 10.1103/QPH7-WC2M

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

Author(s): Martin Gugat, Michael Herty, Jiehong Liu, Chiara Segala
Published in: Optimal Control Applications and Methods, Issue 45, 2024, ISSN 0143-2087
Publisher: Wiley
DOI: 10.1002/OCA.3172

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

Author(s): Ilaria Ciaramaglia, Paola Goatin, Gabriella Puppo
Published in: Discrete and Continuous Dynamical Systems - B, Issue 30, 2024, ISSN 1531-3492
Publisher: 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

Author(s): Panchatchram Mariappan; Klaas Willems; Gangadhara Boregowda; Sudarshan Tiwari; Axel Klar
Published in: CoRR, 2024
Publisher: ARXIV
DOI: 10.48550/ARXIV.2408.02350

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

Author(s): Stefano Marchesani, Gabriella Puppo, Sara Veneruso
Published in: SSRN Electronic Journal, 2024, ISSN 1556-5068
Publisher: 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

Author(s): Marta Menci, Roberto Natalini, Tommaso Tenna
Published in: Multiscale Modeling & Simulation, Issue 24, 2026, ISSN 1540-3459
Publisher: Society for Industrial & Applied Mathematics (SIAM)
DOI: 10.1137/25M1751189

Higher-Order Meshless Schemes for Hyperbolic Equations

Author(s): Klaas Willems, Axel Klar, Giovanni Samaey
Published in: Journal of Scientific Computing, Issue 105, 2025, ISSN 0885-7474
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S10915-025-03124-4

The Boltzmann Equation for a Multi-Species Inelastic Mixture

Author(s): Thomas Rey, Tommaso Tenna
Published in: Journal of Statistical Physics, Issue 192, 2025, ISSN 1572-9613
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S10955-025-03532-8

The Boltzmann Equation for a Multi-Species Inelastic Mixture

Author(s): Thomas Rey, Tommaso Tenna
Published in: Journal of Statistical Physics, Issue 192, 2025, ISSN 1572-9613
Publisher: 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

Author(s): Paola Goatin, Axel Klar, Carmen Mezquita-Nieto
Published in: Optimization and Engineering, 2026, ISSN 1389-4420
Publisher: 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

Author(s): Ciaramaglia, Ilaria; Goatin, Paola; Puppo, Gabriella
Published in: CoRR, 2025
Publisher: arxiv
DOI: 10.48550/ARXIV.2501.09440

A meshless MUSCL method for the BGK-Boltzmann equation

Author(s): Klaas Willems, Axel Klar, Giovanni Russo, Giovanni Samaey, Sudarshan Tiwari
Published in: Journal of Computational Physics, Issue 563, 2026, ISSN 0021-9991
Publisher: Elsevier BV
DOI: 10.1016/J.JCP.2026.115111

Micro-macro decomposition of particle swarm optimization methods

Author(s): Michael Herty, Sara Veneruso
Published in: Kinetic and Related Models, Issue 19, 2025, ISSN 1937-5093
Publisher: American Institute of Mathematical Sciences (AIMS)
DOI: 10.3934/KRM.2025016