Danny Lathouwers

14 papers B 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Deep Learning approach for parametrized and time dependent Partial Differential Equations using Dimensionality Reduction and Neural ODEs.
CoRR
Alessandro Longhi, Danny Lathouwers, Zoltán Perkó
2025 J jnl
A high-order deterministic dynamical low-rank method for proton transport in heterogeneous media.
CoRR
Pia Stammer, Niklas Wahl, Jonas Kusch, Danny Lathouwers
2024 J jnl
A Deterministic Dynamical Low-rank Approach for Charged Particle Transport.
CoRR
Pia Stammer, Tiberiu Burlacu, Niklas Wahl, Danny Lathouwers, Jonas Kusch
2024 — conf
Image Reconstruction for Proton Therapy Range Verification via U-NETs.
MIUA (1)
Lena M. Setterdahl, William R. B. Lionheart, Sean F. Holman, Kyrre Skjerdal, Hunter N. Ratliff, Kristian Smeland Ytre-Hauge, Danny Lathouwers, Ilker Meric
2021 J jnl
A pressure-based solver for low-Mach number flow using a discontinuous Galerkin method.
J. Comput. Phys.
Aldo Hennink, Marco Tiberga, Danny Lathouwers
2021 J jnl
A semi-supervised autoencoder framework for joint generation and classification of breathing.
Comput. Methods Programs Biomed.
Oscar Pastor-Serrano, Danny Lathouwers, Zoltán Perkó
2020 J jnl
An Angular Multigrid Preconditioner for the Radiation Transport Equation with Forward-Peaked Scatter.
CoRR
Danny Lathouwers, Zoltán Perkó
2020 J jnl
Modeling biomedical breathing signals with convolutional deep probabilistic autoencoders.
CoRR
Oscar Pastor-Serrano, Danny Lathouwers, Zoltán Perkó
2019 J jnl
A nonintrusive reduced order modelling approach using Proper Orthogonal Decomposition and locally adaptive sparse grids.
J. Comput. Phys.
Fahad Alsayyari, Zoltán Perkó, Danny Lathouwers, Jan Leen Kloosterman
2019 J jnl
An angular multigrid preconditioner for the radiation transport equation with Fokker-Planck scattering.
J. Comput. Appl. Math.
Danny Lathouwers, Zoltán Perkó
2018 J jnl
A discontinuous Galerkin method for the mono-energetic Fokker-Planck equation based on a spherical interior penalty formulation.
J. Comput. Appl. Math.
Aldo Hennink, Danny Lathouwers
2015 J jnl
A space-angle DGFEM approach for the Boltzmann radiation transport equation with local angular refinement.
J. Comput. Phys.
József Kópházi, Danny Lathouwers
2014 J jnl
Grid and basis adaptive polynomial chaos techniques for sensitivity and uncertainty analysis.
J. Comput. Phys.
Zoltán Perkó, Luca Gilli, Danny Lathouwers, Jan Leen Kloosterman
2008 B conf
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ARES
Karel Wouters, Koen Simoens, Danny Lathouwers, Bart Preneel