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Researcher
Giovanni Samaey
- Disciplines:Distributed computing, Scientific computing, Statistics and numerical methods
Affiliations
- Numerical Analysis and Applied Mathematics (NUMA) (Division)
Member
From1 Aug 2020 → Today - NUMA, Numerical Analysis and Applied Mathematics Section (Division)
Member
From19 Nov 2007 → 31 Jul 2020 - Department of Computer Science (Department)
Member
From1 Aug 2001 → 18 Nov 2007
Projects
1 - 10 of 37
- Robust consensus - based optimization for machine learningFrom29 Nov 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Uncertainty quantification and optimization for hyperbolic and kinetic modelsFrom24 Nov 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Computational methods for high-dimensional Bayesian inverse problems with full-field Data.From1 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Computational methods for infinite-dimensional Bayesian inversion of physics-based models in engineering applicationsFrom1 Oct 2023 → TodayFunding: BOF - projects
- PhD Position on Modelling, Analysis and Numerics of Free Surface FlowsFrom13 Mar 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Data-driven simulation, uncertainty quantification and optimization for hyperbolic and kinetic modelsFrom1 Mar 2023 → TodayFunding: Horizon Europe - Marie Skłodowska-Curie-actions
- Development and analysis of time-parallel Markov chain Monte Carlo methodsFrom3 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Bayesian uncertainty quantification in electrical models of cardiac activationFrom1 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Bayesian Inversion of Cardiac Electrograms for Patient-Specific analysis (BICEPS)From1 Oct 2022 → TodayFunding: BOF - projects
- Multiscale models for the propagation of electrical excitationFrom1 Oct 2022 → TodayFunding: FWO fellowships, BOF - doctoral mandates
Publications
1 - 10 of 116
- Micro-Macro Accelerated Markov Chain Monte Carlo Methods with Applications in Molecular Dynamics(2023)
Authors: Hannes Vandecasteele, Giovanni Samaey
- Multilevel and Adjoint Monte Carlo Methods for Plasma Edge Neutral Particle Models(2023)
Authors: Emil Loevbak, Giovanni Samaey, Stefan Vandewalle
- A Micro-Macro Markov Chain Monte Carlo Method for Molecular Dynamics using Reaction Coordinate Proposals(2023)
Authors: Hannes Vandecasteele, Giovanni Samaey
Pages: B107 - B138 - Fluid, kinetic and hybrid approaches for neutral and trace ion edge transport modelling in fusion devices(2022)
Authors: Wouter Dekeyser, Stefano Carli, Maarten Blommaert, Wim Van Uytven, Tine Baelmans, Giovanni Samaey, Niels Horsten
- Estimation as a post-processing step for random walk approximations of the Boltzmann-BGK model(2022)
Authors: Vince Maes, Giovanni Samaey
- On the mitigation of cancellation errors in hybrid fluid-kinetic methods for solving kinetic equations describing neutrals in the plasma edge(2022)
Authors: Vince Maes, Giovanni Samaey
- Multilevel asymptotic-preserving Monte Carlo for kinetic-diffusive particle simulations of the Boltzmann-BGK equation(2022)
Authors: Pieterjan Robbe, Tine Baelmans, Giovanni Samaey
- A KINETIC-DIFFUSION ASYMPTOTIC-PRESERVING MONTE CARLO ALGORITHM FOR THE BOLTZMANN-BGK MODEL IN THE DIFFUSIVE SCALING(2022)
Authors: Tine Baelmans, Giovanni Samaey
Pages: A720 - A744 - The invisible power of mathematics. The pervasive impact of mathematical engineering in every day life(2022)
Authors: Giovanni Samaey, Joos Vandewalle
Number of pages: 176 - A multilevel Monte Carlo method for asymptotic-preserving particle schemes in the diffusive limit(2021)
Authors: Emil Loevbak, Giovanni Samaey, Stefan Vandewalle
Pages: 141 - 186