Giovanni Samaey

Giovanni Samaey

Katholieke Universiteit Leuven

H-index: 26

Europe-Belgium

About Giovanni Samaey

Giovanni Samaey, With an exceptional h-index of 26 and a recent h-index of 17 (since 2020), a distinguished researcher at Katholieke Universiteit Leuven, specializes in the field of computational mathematics, numerical analysis, multiscale methods.

His recent articles reflect a diverse array of research interests and contributions to the field:

Predicting the statistical error of analog particle tracing Monte Carlo

Micro-macro Parareal, from ODEs to SDEs and back again

Pseudo-marginal approximation to the free energy in a micro–macro Markov chain Monte Carlo method

Toward plasma drifts in EMC3: Implementation of gradient, divergence, and particle tracing schemes

Moment models for neutral particles in high-collisional regimes for plasma edge simulations

Computational efficiency study of a micro-macro Markov chain Monte Carlo method for molecular dynamics

The Fredholm alternative with application to the derivation of Hilbert expansion based fluid models for plasma edge modelling

Cell Escape Probabilities for Markov Processes on a Grid

Giovanni Samaey Information

University

Position

Department of Computer Science

Citations(all)

3323

Citations(since 2020)

1287

Cited By

2598

hIndex(all)

26

hIndex(since 2020)

17

i10Index(all)

63

i10Index(since 2020)

44

Email

University Profile Page

Katholieke Universiteit Leuven

Google Scholar

View Google Scholar Profile

Giovanni Samaey Skills & Research Interests

computational mathematics

numerical analysis

multiscale methods

Top articles of Giovanni Samaey

Title

Journal

Author(s)

Publication Date

Predicting the statistical error of analog particle tracing Monte Carlo

arXiv preprint arXiv:2404.00315

Vince Maes

Ignace Bossuyt

Hannes Vandecasteele

Wouter Dekeyser

Julian Koellermeier

...

2024/3/30

Micro-macro Parareal, from ODEs to SDEs and back again

arXiv preprint arXiv:2401.01798

Ignace Bossuyt

Stefan Vandewalle

Giovanni Samaey

2024/1/3

Pseudo-marginal approximation to the free energy in a micro–macro Markov chain Monte Carlo method

The Journal of Chemical Physics

Hannes Vandecasteele

Giovanni Samaey

2024/3/14

Toward plasma drifts in EMC3: Implementation of gradient, divergence, and particle tracing schemes

Contributions to Plasma Physics

Ruben De Wolf

Felix Reimold

Yuhe Feng

Matthieu Jacobs

Wouter Dekeyser

...

2024

Moment models for neutral particles in high-collisional regimes for plasma edge simulations

Luis Fernando Cusicanqui Lopez

2022/6/30

Computational efficiency study of a micro-macro Markov chain Monte Carlo method for molecular dynamics

Applied Mathematics and Computation

Hannes Vandecasteele

Giovanni Samaey

2024/8/1

The Fredholm alternative with application to the derivation of Hilbert expansion based fluid models for plasma edge modelling

AIP Conference Proceedings

Vince Maes

Wouter Dekeyser

Julian Koellermeier

Martine Baelmans

Giovanni Samaey

2024/2/8

Cell Escape Probabilities for Markov Processes on a Grid

arXiv preprint arXiv:2404.00314

Toon Ingelaere

Vince Maes

Giovanni Samaey

2024/3/30

Multilevel Markov Chain Monte Carlo with likelihood scaling for high-resolution data assimilation

arXiv preprint arXiv:2401.15978

Pieter Vanmechelen

Geert Lombaert

Giovanni Samaey

2024/1/29

Advanced fluid boundary conditions and hybrid fluid-kinetic approaches to model kinetic effects of atoms in the plasma edge of nuclear fusion devices

Niels Horsten

Wim Van Uytven

Wouter Dekeyser

Maarten Blommaert

Giovanni Samaey

...

2023/3/30

Adjoint Monte Carlo particle methods with reversible random number generators

Emil Andre Loevbak

2023/6/30

On generalized preconditioners for time-parallel parabolic optimal control

arXiv preprint arXiv:2302.06406

Arne Bouillon

Giovanni Samaey

Karl Meerbergen

2023/2/13

Monte-Carlo/Moments micro-macro Parareal method for unimodal and bimodal scalar McKean-Vlasov SDEs

arXiv preprint arXiv:2310.11365

Ignace Bossuyt

Stefan Vandewalle

Giovanni Samaey

2023/10/17

Hilbert expansion based fluid models for kinetic equations describing neutral particles in the plasma edge of a fusion device

Physics of Plasmas

Vince Maes

Wouter Dekeyser

Julian Koellermeier

Martine Baelmans

Giovanni Samaey

2023/6/1

Reversible random number generation for adjoint Monte Carlo simulation of the heat equation

arXiv preprint arXiv:2302.02778

Emil Løvbak

Frédéric Blondeel

Adam Lee

Lander Vanroye

Andreas Van Barel

...

2023/2/6

Discrete adjoint Monte Carlo simulation with reversible random number generators

Emil Andre Loevbak

Frédéric Blondeel

Adam Lee

Lander Vanroye

Giovanni Samaey

...

2023/5/31

Micro-Macro Accelerated Markov Chain Monte Carlo Methods with Applications in Molecular Dynamics

Hannes Vandecasteele

2023/9/12

A Micro-Macro Markov Chain Monte Carlo Method for Molecular Dynamics using Reaction Coordinate Proposals

SIAM Journal on Scientific Computing

Hannes S Vandecasteele

Giovanni Samaey

2023/4/30

Multilevel and Adjoint Monte Carlo Methods for Plasma Edge Neutral Particle Models

Emil Andre Loevbak

Giovanni Samaey

Stefan Vandewalle

2023/9/1

Diagonalization-based preconditioners and generalized convergence bounds for ParaOpt

arXiv preprint arXiv:2304.09235

Arne Bouillon

Giovanni Samaey

Karl Meerbergen

2023/4/18

See List of Professors in Giovanni Samaey University(Katholieke Universiteit Leuven)