Giovanni Samaey
Orcid: 0000-0001-8433-4523Affiliations:
- Catholic University of Leuven, Belgium
According to our database1,
Giovanni Samaey
authored at least 55 papers
between 2002 and 2024.
Collaborative distances:
Collaborative distances:
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on zbmath.org
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on orcid.org
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Bibliography
2024
Multilevel Markov Chain Monte Carlo with likelihood scaling for high-resolution data assimilation.
CoRR, 2024
2023
Accelerated Simulation of Boltzmann-BGK Equations near the Diffusive Limit with Asymptotic-Preserving Multilevel Monte Carlo.
SIAM J. Sci. Comput., August, 2023
A Micro-Macro Markov Chain Monte Carlo Method for Molecular Dynamics using Reaction Coordinate Proposals.
SIAM J. Sci. Comput., April, 2023
Monte-Carlo/Moments micro-macro Parareal method for unimodal and bimodal scalar McKean-Vlasov SDEs.
CoRR, 2023
Diagonalization-based preconditioners and generalized convergence bounds for ParaOpt.
CoRR, 2023
Pseudo-Marginal Approximation to the Free Energy in a Micro-Macro Markov Chain Monte Carlo Method.
CoRR, 2023
CoRR, 2023
Hilbert expansion based fluid models for kinetic equations describing neutral particles in the plasma edge of a fusion device.
CoRR, 2023
Reversible random number generation for adjoint Monte Carlo simulation of the heat equation.
CoRR, 2023
2022
A Kinetic-Diffusion Asymptotic-Preserving Monte Carlo Algorithm for the Boltzmann-BGK Model in the Diffusive Scaling.
SIAM J. Sci. Comput., 2022
Multilevel asymptotic-preserving Monte Carlo for kinetic-diffusive particle simulations of the Boltzmann-BGK equation.
J. Comput. Phys., 2022
Projective Integration Methods in the Runge-Kutta Framework and the Extension to Adaptivity in Time.
CoRR, 2022
Efficiency and Parameter Selection of a micro-macro Markov chain Monte Carlo method for molecular dynamics.
CoRR, 2022
2021
A multilevel Monte Carlo method for asymptotic-preserving particle schemes in the diffusive limit.
Numerische Mathematik, 2021
Convergence and stability of a micro-macro acceleration method: Linear slow-fast stochastic differential equations with additive noise.
J. Comput. Appl. Math., 2021
Spatially Adaptive Projective Integration Schemes For Stiff Hyperbolic Balance Laws With Spectral Gaps.
CoRR, 2021
2020
Efficiency of a Micro-Macro Acceleration Method for Scale-Separated Stochastic Differential Equations.
Multiscale Model. Simul., 2020
A hybrid fluid-kinetic model for hydrogenic atoms in the plasma edge of tokamaks based on a micro-macro decomposition of the kinetic equation.
J. Comput. Phys., 2020
Kinetic-diffusion asymptotic-preserving Monte Carlo algorithm for Boltzmann-BGK in the diffusive scaling.
CoRR, 2020
A comparison of source term estimators in coupled finite-volume/Monte-Carlo methods with applications to plasma edge simulations in nuclear fusion.
CoRR, 2020
Linking Machine Learning with Multiscale Numerics: Data-Driven Discovery of Homogenized Equations.
CoRR, 2020
A micro-macro Markov chain Monte Carlo method for molecular dynamics using reaction coordinate proposals II: indirect reconstruction.
CoRR, 2020
A micro-macro Markov chain Monte Carlo method for molecular dynamics using reaction coordinate proposals I: direct reconstruction.
CoRR, 2020
Multilevel Monte Carlo with Improved Correlation for Kinetic Equations in the Diffusive Scaling.
Proceedings of the Computational Science - ICCS 2020, 2020
Proceedings of the Computational Science - ICCS 2020, 2020
2019
Parareal computation of stochastic differential equations with time-scale separation: a numerical study.
CoRR, 2019
CoRR, 2019
2018
Asymptotic-Preserving Monte Carlo Methods for Transport Equations in the Diffusive Limit.
SIAM J. Sci. Comput., 2018
Erratum: A High-Order Asymptotic-Preserving Scheme for Kinetic Equations Using Projective Integration.
SIAM J. Numer. Anal., 2018
Telescopic Projective Integration for Linear Kinetic Equations with Multiple Relaxation Times.
J. Sci. Comput., 2018
Coarse-grained molecular dynamics simulations of polymerization with forward and backward reactions.
J. Comput. Chem., 2018
2017
A Micro-Macro Acceleration Method for the Monte Carlo Simulation of Stochastic Differential Equations.
SIAM J. Numer. Anal., 2017
Multiscale Model. Simul., 2017
Variance-reduced multiscale simulation of slow-fast stochastic differential equations.
J. Comput. Sci., 2017
A high-order relaxation method with projective integration for solving nonlinear systems of hyperbolic conservation laws.
J. Comput. Phys., 2017
2016
A High-Order Asymptotic-Preserving Scheme for Kinetic Equations Using Projective Integration.
SIAM J. Numer. Anal., 2016
Accuracy and convergence of coupled finite-volume/Monte Carlo codes for plasma edge simulations of nuclear fusion reactors.
J. Comput. Phys., 2016
Proceedings of the International Conference on Computational Science 2016, 2016
2015
Telescopic Projective Integration for Multiscale Kinetic Equations with a Specified Relaxation Profile.
Proceedings of the International Conference on Computational Science, 2015
2014
Noise Reduction in Coarse Bifurcation Analysis of Stochastic Agent-Based Models: An Example of Consumer Lock-In.
SIAM J. Appl. Dyn. Syst., 2014
2013
A Micro-Macro Parareal Algorithm: Application to Singularly Perturbed Ordinary Differential Equations.
SIAM J. Sci. Comput., 2013
High-Order Asymptotic-Preserving Projective Integration Schemes for Kinetic Equations.
Proceedings of the Numerical Mathematics and Advanced Applications - ENUMATH 2013, 2013
2012
Asymptotic-preserving Projective Integration Schemes for Kinetic Equations in the Diffusion Limit.
SIAM J. Sci. Comput., 2012
2010
An Analysis of Equivalent Operator Preconditioning for Equation-Free Newton-Krylov Methods.
SIAM J. Numer. Anal., 2010
2008
Using Equation-Free Macroscopic Analysis for Studying Self-Organising Emergent Solutions.
Proceedings of the Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2008
2006
2005
Decentralised Autonomic Computing: Analysing Self-Organising Emergent Behaviour using Advanced Numerical Methods.
Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005
Development of Self-organising Emergent Applications with Simulation-Based Numerical Analysis.
Proceedings of the Engineering Self-Organising Systems, Third International Workshop, 2005
2003
A Two-Parameter Study of the Locking Region of a Semiconductor Laser Subject to Phase-Conjugate Feedback.
SIAM J. Appl. Dyn. Syst., 2003
2002
Numer. Algorithms, 2002