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Pieterjan Robbe
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A multi-index quasi--Monte Carlo algorithm for lognormal diffusion problems
P Robbe, D Nuyens, S Vandewalle
SIAM Journal on Scientific Computing 39 (5), S851-S872, 2017
252017
Recycling samples in the multigrid multilevel (quasi-) monte carlo method
P Robbe, D Nuyens, S Vandewalle
SIAM Journal on Scientific Computing 41 (5), S37-S60, 2019
152019
A dimension-adaptive multi-index Monte Carlo method applied to a model of a heat exchanger
P Robbe, D Nuyens, S Vandewalle
Monte Carlo and Quasi-Monte Carlo Methods: MCQMC 2016, Stanford, CA, August …, 2018
112018
Multi-fidelity microstructure-induced uncertainty quantification by advanced Monte Carlo methods
A Tran, P Robbe, H Lim
Materialia 27, 101705, 2023
82023
Multilevel asymptotic-preserving Monte Carlo for kinetic-diffusive particle simulations of the Boltzmann-BGK equation
B Mortier, P Robbe, M Baelmans, G Samaey
Journal of Computational Physics 450, 110736, 2022
82022
Bayesian calibration with summary statistics for the prediction of xenon diffusion in UO2 nuclear fuel
P Robbe, D Andersson, L Bonnet, TA Casey, MWD Cooper, C Matthews, ...
Computational Materials Science 225, 112184, 2023
72023
Multilevel Uncertainty Quantification Methods for Robust Design of Industrial Applications
P Robbe
PhD, KU Leuven, Leuven, Belgium, 2019
62019
Enhanced multi‐index Monte Carlo by means of multiple semicoarsened multigrid for anisotropic diffusion problems
P Robbe, D Nuyens, S Vandewalle
Numerical Linear Algebra with Applications 28 (3), e2281, 2021
42021
Multilevel monte carlo for uncertainty quantification in structural engineering
P Blondeel, P Robbe, G Lombaert, S Vandewalle
arXiv preprint arXiv:1808.10680, 2018
42018
Multi-fidelity Uncertainty Quantification for Homogenization Problems in Structure-Property Relationships from Crystal Plasticity Finite Elements
A Tran, P Robbe, T Rodgers, H Lim
JOM, 1-14, 2023
32023
p-refined multilevel quasi-Monte Carlo for Galerkin finite element methods with applications in civil engineering
P Blondeel, P Robbe, C Van Hoorickx, S François, G Lombaert, ...
Algorithms 13 (5), 110, 2020
32020
Multilevel Asymptotic-Preserving Monte Carlo for Particle Simulations
B Mortier, P Robbe, M Baelmans, G Samaey
arXiv preprint arXiv:2004.04071, 2020
32020
Robust Optimization of Systems Described by Partial Differential Equations using a Multilevel Monte Carlo Method
A Van Barel, S Vandewalle, P Robbe
International Multigrid Conference, Date: 2016/12/04-2016/12/09, Location …, 2016
32016
Global sensitivity analysis of a coupled multiphysics model to predict surface evolution in fusion plasma–surface interactions
P Robbe, S Blondel, TA Casey, A Lasa, K Sargsyan, BD Wirth, HN Najm
Computational Materials Science 226, 112229, 2023
22023
Calibration of the diffusivity predictions of Centipede using approximate Bayesian computation and applications in Nyx (engineering scale) and Xolotl-MARMOT (meso-scale …
R Pieterjan, T Casey, C Matthews, MWD Cooper, S Blondel, DU Kim, ...
Los Alamos National Lab.(LANL), Los Alamos, NM (United States), 2022
2*2022
Benchmarking the P-MLQMC method on a geotechnical engineering problem
P Blondeel, P Robbe, S François, G Lombaert, S Vandewalle
14th WCCM-ECCOMAS Congress 2020 800, 2021
22021
Multilevel sampling with Monte Carlo and Quasi-Monte Carlo methods for uncertainty quantification in structural engineering
P Blondeel, P Robbe, G Lombaert, S Vandewalle
22019
Multilevel Monte Carlo applied to a structural engineering model with random material parameters
P Blondeel, P Robbe, G Lombaert, S Vandewalle
ISMA conference on Noise and Vibration Engineering, Date: 2018/09/17-2018/09 …, 2018
22018
Multi-faceted Uncertainty Quantification for Structure-Property Relationship with Crystal Plasticity Finite Element
A Tran, P Robbe, H Lim
TMS Annual Meeting & Exhibition, 596-606, 2023
12023
On the Selection of Random Field Evaluation Points in the p-MLQMC Method
P Blondeel, P Robbe, S François, G Lombaert, S Vandewalle
International Conference on Monte Carlo and Quasi-Monte Carlo Methods in …, 2022
12022
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