Giovanni Samaey

Statistics Belgium — Belgium

Computer Science · Physical Sciences

26h-index2.5kcitations286works0.52yr avg
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Research Topics

Advanced Mathematical Modeling in Engineering(53), Gas Dynamics and Kinetic Theory(36), Magnetic confinement fusion research(32), Nuclear reactor physics and engineering(27), Advanced Numerical Methods in Computational Mathematics(24)

Publications285 total

Analysis of kinetic-diffusion Monte Carlo simulation and source term estimation scheme in nuclear fusion applications
ArXiv.org·2025Open Access
Analysis of kinetic-diffusion Monte Carlo simulation and source term estimation scheme in nuclear fusion applications
arXiv (Cornell University)·2025Open Access
Collective Annealing by Switching Temperatures: a Boltzmann-type description
arXiv (Cornell University)·2025Open Access
Mean-Field Limits for Two-Layer Neural Networks Trained with Consensus-Based Optimization
arXiv (Cornell University)·2025Open Access
Higher-Order Meshless Schemes for Hyperbolic Equations
Journal of Scientific Computing·2025
Monte Carlo–Moments Micro-Macro Parareal Method for Unimodal and Bimodal Scalar McKean–Vlasov SDEs
SIAM Journal on Scientific Computing·2025
Kinetic-diffusion-rotation algorithm for dose estimation in electron beam therapy
Kinetic and Related Models·2025Open Access
2D implementation of Kinetic-diffusion Monte Carlo in Eiron
arXiv (Cornell University)·2025Open Access
A noise-robust Monte Carlo method for electric field calculations in EMC3
arXiv (Cornell University)·2025Open Access
Numerical analysis of fluid estimation for source terms in neutral particles simulation
arXiv (Cornell University)·2025Open Access
A comparison of source term estimators in coupled finite-volume/Monte-Carlo methods for plasma edge simulations in nuclear fusion
Plasma Physics and Controlled Fusion·2025
Comparison of three random field sampling methods for high-resolution Bayesian inversion with application to a plane stress problem
arXiv (Cornell University)·2025Open Access
A localized consensus-based sampling algorithm
arXiv (Cornell University)·2025Open Access
A Coupled Hydro-Morphodynamic Model for Sediment Transport using the Moment Approach
arXiv (Cornell University)·2025Open Access
Higher-order meshless schemes for hyperbolic equations
arXiv (Cornell University)·2025Open Access
Multilevel Markov Chain Monte Carlo with Likelihood Scaling for Bayesian Inversion with High-resolution Observations
SIAM/ASA Journal on Uncertainty Quantification·2025
Convergence of the micro-macro Parareal Method for a Linear Scale-Separated Ornstein-Uhlenbeck SDE: extended version
arXiv (Cornell University)·2025Open Access
ETP4HPC SRA 6 White Paper - Mathematical Methods and Algorithms
HAL (Le Centre pour la Communication Scientifique Directe)·2025Open Access
A Study of Source Term Estimators in Coupled Finite-Volume/Monte-Carlo Methods with Applications to Plasma Edge Simulations in Nuclear Fusion: Analog and Collision Estimators
Communications in Computational Physics·2025· 1 citedOpen Access
Predicting the statistical error of analog particle tracing Monte Carlo
Kinetic and Related Models·2025Open Access
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Frequent Co-authors

Dirk Roose(14), Martine Baelmans(9), N. Horsten(6), Ioannis G. Kevrekidis(5), Jakub Krajniak(5), Paul Van Liedekerke(5), Herman Ramón(5), Pieter Ghysels(5), Sudharsan Pandiyan(4), W. Dekeyser(4), Koen Engelborghs(3), E. Tijskens(3), L. de Galan(3), Tom De Wolf(3), Tom Holvoet(3), P. Börner(3), Eric Nies(3), Zidan Zhang(3), Tatyana Luzyanina(2), Erík Nies(2)