Joakim Beck
Joakim Beck
Research Scientist, Uncertainty Quantification in Computational Science & Engineering, KAUST
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Cited by
Cited by
Stochastic spectral Galerkin and collocation methods for PDEs with random coefficients: a numerical comparison
J Bäck, F Nobile, L Tamellini, R Tempone
Spectral and high order methods for partial differential equations, 43-62, 2011
On the optimal polynomial approximation of stochastic PDEs by Galerkin and collocation methods
J Beck, R Tempone, F Nobile, L Tamellini
Mathematical Models and Methods in Applied Sciences 22 (09), 1250023, 2012
Sequential Design with Mutual Information for Computer Experiments (MICE): Emulation of a Tsunami Model
J Beck, S Guillas
SIAM/ASA Journal on Uncertainty Quantification 4 (1), 739–766, 2016
Convergence of quasi-optimal stochastic Galerkin methods for a class of PDEs with random coefficients
J Beck, F Nobile, L Tamellini, R Tempone
Computers & Mathematics with Applications 67 (4), 732-751, 2014
Multi-objective optimisation using surrogate models for the design of VPSA systems
J Beck, D Friedrich, S Brandani, ES Fraga
Computers & Chemical Engineering 82, 318-329, 2015
Fast Bayesian experimental design: Laplace-based importance sampling for the expected information gain
J Beck, BM Dia, LFR Espath, Q Long, R Tempone
Computer Methods in Applied Mechanics and Engineering 334, 523-553, 2018
A quasi-optimal sparse grids procedure for groundwater flows
J Beck, F Nobile, L Tamellini, R Tempone
Spectral and High Order Methods for Partial Differential Equations-ICOSAHOM …, 2014
Global sensitivity analysis of the impact of impurities on CO2 pipeline failure
S Brown, J Beck, H Mahgerefteh, ES Fraga
Reliability Engineering & System Safety 115, 43-54, 2013
Implementation of optimal Galerkin and collocation approximations of PDEs with random coefficients
J Beck, F Nobile, L Tamellini, R Tempone
ESAIM: Proceedings 33, 10-21, 2011
The VOLNA-OP2 tsunami code (version 1.5)
IZ Reguly, D Giles, D Gopinathan, L Quivy, JH Beck, MB Giles, S Guillas, ...
Geoscientific Model Development 11 (11), 4621-4635, 2018
Surrogate based optimisation for design of pressure swing adsorption systems
J Beck, D Friedrich, S Brandani, S Guillas, ES Fraga
Computer Aided Chemical Engineering 30, 1217-1221, 2012
Visualization of multi-objective decisions for the optimal design of a pressure swing adsorption system
A Žilinskas, ES Fraga, J Beck, A Varoneckas
Chemometrics and Intelligent Laboratory Systems 142, 151-158, 2015
Multilevel double loop Monte Carlo and stochastic collocation methods with importance sampling for Bayesian optimal experimental design
J Beck, B Mansour Dia, L Espath, R Tempone
International Journal for Numerical Methods in Engineering 121 (15), 3482-3503, 2020
IGA-based Multi-Index Stochastic Collocation for random PDEs on arbitrary domains
J Beck, L Tamellini, R Tempone
Computer Methods in Applied Mechanics and Engineering 351, 330-350, 2019
Multilevel Monte Carlo acceleration of seismic wave propagation under uncertainty
M Ballesio, J Beck, A Pandey, L Parisi, E von Schwerin, R Tempone
GEM-International Journal on Geomathematics 10 (1), 1-43, 2019
Bayesian earthquake dating and seismic hazard assessment using chlorine-36 measurements (BED v1)
J Beck, S Wolfers, GP Roberts
Geoscientific Model Development 11 (11), 4383--4397, 2018
A sparse-grid isogeometric solver
J Beck, G Sangalli, L Tamellini
Computer Methods in Applied Mechanics and Engineering 335, 128-151, 2018
Probabilistic, high-resolution tsunami predictions in North Cascadia by exploiting sequential design for efficient emulation
DM Salmanidou, J Beck, S Guillas
Natural Hazards and Earth System Sciences Discussions, 1-24, 2021
Design of Experiments: A Sequential Approach for Probabilistic Tsunami Prediction in North Cascadia.
D Salmanidou, B Joakim, S Guillas
AGU Fall Meeting Abstracts 2020, NH021-04, 2020
Earthquake clustering controlled by shear zone interaction
Z Mildon, G Roberts, JF Walker, J Beck, I Papanikolaou, A Michetti, ...
EarthArXiv, 2019
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