Only Fabio Nobile’s Publications
2024
A hybrid tau-leap for simulating chemical kinetics with applications to parameter estimation
Royal Society Open Science. 2024. Vol. 11, num. 12, p. 240157. DOI : 10.1098/rsos.240157.Personalized computational electro-mechanics simulations to optimize cardiac resynchronization therapy
Biomechanics and modeling in mechanobiology. 2024. Vol. 23, num. 6, p. 1977 – 2004. DOI : 10.1007/s10237-024-01878-8.A multigrid method for PDE-constrained optimization with uncertain inputs
Journal of Scientific Computing. 2024. Vol. 101. DOI : 10.1007/s10915-024-02646-7.Dynamical Low-Rank Approximation for Stochastic Differential Equations
Mathematics of Computation. 2024. Vol. Online. DOI : 10.1090/mcom/3999.Unbiased Likelihood Estimation of Wright–Fisher Diffusion Processes
2024. 15th International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing, Linz, Austria, 2022-07-17 – 2022-07-21. p. 259 – 275. DOI : 10.1007/978-3-031-59762-6_12.Multilevel quadrature formulae for the optimal control of random PDEs
2024
Petrov-Galerkin Dynamical Low Rank Approximation: SUPG stabilisation of advection-dominated problems
Computer Methods in Applied Mechanics and Engineering. 2024. Vol. 433, num. A. DOI : 10.1016/j.cma.2024.117495.A Streamline Upwind Petrov-Galerkin Reduced Order Method for Advection-Dominated Partial Differential Equations Under Optimal Control
Computational Methods In Applied Mathematics. 2024. DOI : 10.1515/cmam-2023-0171.Network-based kinetic models: Emergence of a statistical description of the graph topology
European Journal Of Applied Mathematics. 2024. DOI : 10.1017/S0956792524000020.Error estimates for SUPG-stabilised Dynamical Low Rank Approximations
2024. European Conference on Numerical Mathematics and Advanced Applications (ENUMATH), Lisbon, Portugal, 2023-09-04 – 2023-09-08.Stabilized weighted reduced order methods for parametrized advection-dominated optimal control problems governed by partial differential equations with random inputs
Journal of Numerical Mathematics. 2024. DOI : 10.1515/jnma-2023-0006.A Combination Technique for Optimal Control Problems Constrained by Random PDEs
SIAM/ASA Journal on Uncertainty Quantification. 2024. Vol. 12, num. 2, p. 693 – 721. DOI : 10.1137/22M1532263.An optimal control strategy to design passive thermal cloaks of arbitrary shape
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. 2024. Vol. 480, num. 2294, p. 20230646. DOI : 10.1098/rspa.2023.0646.A Method of Moments Estimator for Interacting Particle Systems and their Mean Field Limit
Siam-Asa Journal On Uncertainty Quantification. 2024. Vol. 12, num. 2, p. 262 – 288. DOI : 10.1137/22M153848X.2023
Gradient-based optimisation of the conditional-value-at-risk using the multi-level Monte Carlo method
Journal of Computational Physics. 2023. Vol. 495, num. 112523. DOI : 10.1016/j.jcp.2023.112523.A new method to interpolate POD reduced bases-Application to the parametric model order reduction of a gas bearings supported rotor
International Journal For Numerical Methods In Engineering. 2023. DOI : 10.1002/nme.7305.Homogenization results for the generator of multiscale Langevin dynamics in weighted Sobolev spaces
Ima Journal Of Applied Mathematics. 2023. Vol. 88, num. 1, p. 67 – 101. DOI : 10.1093/imamat/hxad003.Preconditioners for robust optimal control problems under uncertainty
Numerical Linear Algebra with Applications. 2023. Vol. 30, num. 2, p. e2472. DOI : 10.1002/nla.2472.On the asymptotic optimality of spectral coarse spaces
2023. 26th International Domain Decomposition Conference (DD26), [Online edition] Honk Kong, China, December 7 – 12, 2020. p. 187 – 195. DOI : 10.1007/978-3-030-95025-5_18.Density estimation in RKHS with application to Korobov spaces in high dimensions
Siam Journal On Numerical Analysis. 2023. Vol. 61, num. 2, p. 1080 – 1102. DOI : 10.1137/22M147476X.A numerical algorithm based on probing to find optimized transmission conditions
2023. 26th International Domain Decomposition Conference (DD26), [Online edition] Honk Kong, China, December 7 – 12, 2020. p. 597 – 605. DOI : 10.1007/978-3-030-95025-5_65.Robust optimization of control parameters for WEC arrays using stochastic methods
Journal of Computational Physics. 2023. Vol. 493, p. 112478.Analysis of a Class of Multilevel Markov Chain Monte Carlo Algorithms Based on Independent Metropolis–Hastings
SIAM/ASA Journal on Uncertainty Quantification. 2023. Vol. 11, num. 1, p. 91 – 138. DOI : 10.1137/21M1420927.On the nonlinear Dirichlet-Neumann method and preconditioner for Newton’s method
2023. 26th International Domain Decomposition Conference (DD26), [Online edition] Honk Kong, China, December 7 – 12, 2020. p. 381 – 389. DOI : 10.1007/978-3-030-95025-5_40.Quantifying uncertain system outputs via the multi-level Monte Carlo method — distribution and robustness measures
International Journal for Uncertainty Quantification. 2023. Vol. 13, num. 5, p. 61 – 98. DOI : 10.1615/Int.J.UncertaintyQuantification.2023045259.2022
Linear and nonlinear substructured Restricted Additive Schwarz iterations and preconditioning
Numerical Algorithms. 2022. Vol. 91, p. 81 – 107. DOI : 10.1007/s11075-022-01255-5.Spectral Coarse Spaces for the Substructured Parallel Schwarz Method
Journal of Scientific Computing. 2022. Vol. 91, p. 69. DOI : 10.1007/s10915-022-01840-9.Substructured Two-grid and Multi-grid Domain Decomposition Methods
Numerical Algorithms. 2022. Vol. 91, p. 413 – 448. DOI : 10.1007/s11075-022-01268-0.Stable high-order randomized cubature formulae in arbitrary dimension
Journal of Approximation Theory. 2022. Vol. 275, p. 105706. DOI : 10.1016/j.jat.2022.105706.A technique for non-intrusive greedy piecewise-rational model reduction of frequency response problems over wide frequency bands
Journal of Mathematics in Industry. 2022. Vol. 12, num. 2. DOI : 10.1186/s13362-021-00117-4.Uncertainty Quantification by Multilevel Monte Carlo and Local Time-Stepping for Wave Propagation
SIAM/ASA Journal on Uncertainty Quantification. 2022. Vol. 10, num. 4, p. 1601 – 1628. DOI : 10.1137/21M1429047.Filtered data and eigenfunction estimators for statistical inference of multiscale and interacting diffusion processes
Lausanne, EPFL, 2022.Some first results on the consistency of spatial regression with partial differential equation regularization
Statistica Sinica. 2022. Vol. 32, num. 1, p. 209 – 238. DOI : 10.5705/ss.202019.0346.Multi-Level Monte Carlo Methods for Uncertainty Quantification and Risk-Averse Optimisation
Lausanne, EPFL, 2022.Dynamical low rank approximation for uncertainty quantification of time-dependent problems
Lausanne, EPFL, 2022.Tensor-Based Numerical Method For Stochastic Homogenization
Multiscale Modeling & Simulation. 2022. Vol. 20, num. 1, p. 36 – 71. DOI : 10.1137/18M1191221.HIERARCHICAL MARKOV CHAIN MONTE CARLO METHODS FOR BAYESIAN INVERSE PROBLEMS
Lausanne, EPFL, 2022.Eigenfunction Martingale Estimators for Interacting Particle Systems and Their Mean Field Limit
Siam Journal On Applied Dynamical Systems. 2022. Vol. 21, num. 4, p. 2338 – 2370. DOI : 10.1137/21M1464348.Fast approximation by periodic kernel-based lattice-point interpolation with application in uncertainty quantification
Numerische Mathematik. 2022. Vol. 150, p. 33 – 77. DOI : 10.1007/s00211-021-01242-3.2021
Stability properties of a projector-splitting scheme for dynamical low rank approximation of random parabolic equations
Numerische Mathematik. 2021. Vol. 149, num. 4, p. 973 – 1024. DOI : 10.1007/s00211-021-01241-4.MATHICSE Technical Report : A technique for non-intrusive greedy piecewise-rational model reduction of frequency response problems over wide frequency bands
2021
Non-intrusive double-greedy parametric model reduction by interpolation of frequency-domain rational surrogates
ESAIM: Mathematical Modelling and Numerical Analysis. 2021. Vol. 55, num. 5, p. 1895 – 1920. DOI : 10.1051/m2an/2021040.Generalized parallel tempering on Bayesian inverse problems
Statistics And Computing. 2021. Vol. 31, num. 5, p. 67. DOI : 10.1007/s11222-021-10042-6.Complexity analysis of stochastic gradient methods for PDE-constrained optimal control problems with uncertain parameters
ESAIM: Mathematical Modelling and Numerical Analysis. 2021. Vol. 55, num. 4, p. 1599 – 1633. DOI : 10.1051/m2an/2021025.Function Integration, Reconstruction And Approximation Using Rank-1 Lattices
Mathematics Of Computation. 2021. Vol. 90, num. 330, p. 1861 – 1897. DOI : 10.1090/mcom/3595.A hybrid collocation-perturbation approach for PDEs with random domains
Advances In Computational Mathematics. 2021. Vol. 47, num. 3, p. 40. DOI : 10.1007/s10444-021-09859-6.Shape optimization for a noise reduction problem by non-intrusive parametric reduced modeling
2021. 14th WCCM-ECCOMAS Congress, Virtual Congress, January 11-15, 2021. DOI : 10.23967/wccm-eccomas.2020.300.PDE-Constrained Optimal Control Problems with Uncertain Parameters using SAGA
SIAM/ASA Journal on Uncertainty Quantification. 2021. Vol. 9, num. 3, p. 979 – 1012. DOI : 10.1137/18M1224076.Rational-based model order reduction of Helmholtz frequency response problems with adaptive finite element snapshots
2021
Multilevel ensemble Kalman filtering for spatio-temporal processes
Numerische Mathematik. 2021. Vol. 147, num. 1, p. 71 – 125. DOI : 10.1007/s00211-020-01159-3.Model order reduction based on functional rational approximants for parametric PDEs with meromorphic structure
Lausanne, EPFL, 2021.Existence of dynamical low rank approximations for random semi-linear evolutionary equations on the maximal interval
Stochastics And Partial Differential Equations-Analysis And Computations. 2021. Vol. 9, p. 603 – 629. DOI : 10.1007/s40072-020-00177-4.Wavelet-Fourier CORSING techniques for multidimensional advection-diffusion-reaction equations
IMA Journal of Numerical Analysis. 2021. Vol. 41, p. 2744 – 2781. DOI : 10.1093/imanum/draa036.Frequency-Domain Non-intrusive Greedy Model Order Reduction Based on Minimal Rational Approximation
2021. 13th International Conference on Scientific Computing in Electrical Engineering (SCEE), Eindhoven, NETHERLANDS, Feb 16-20, 2020. p. 159 – 167. DOI : 10.1007/978-3-030-84238-3_16.A Posteriori Error Estimation for the Stochastic Collocation Finite Element Approximation of the Heat Equation with Random Coefficients
2021. Sparse Grids and Applications, Munich, 2018. DOI : 10.1007/978-3-030-81362-8_6.2020
Integration of activation maps of epicardial veins in computational cardiac electrophysiology
Computers In Biology And Medicine. 2020. Vol. 127, p. 104047. DOI : 10.1016/j.compbiomed.2020.104047.Interpolatory Rational Model Order Reduction of Parametric Problems Lacking Uniform Inf-Sup Stability
SIAM Journal on Numerical Analysis. 2020. Vol. 58, num. 4, p. 2265 – 2293. DOI : 10.1137/19M1269695.Numerical methods for conservation laws with rough flux
Stochastics And Partial Differential Equations-Analysis And Computations. 2020. Vol. 8, num. 1, p. 186 – 261. DOI : 10.1007/s40072-019-00145-7.MATHICSE Technical Report : Frequency-domain non-intrusive greedy Model Order Reduction based on minimal rational approximation
2020
Frequency-domain non-intrusive greedy Model Order Reduction based on minimal rational approximation
13th International Conference on Scientific Computing in Electrical Engineering, Eindhoven, Netherlands, February 16-20, 2020.MATHICSE Technical Report : A Multilevel Stochastic Gradient method for PDE-constrained Optimal Control Problems with uncertain parameters
2020
Least-Squares Padé approximation of parametric and stochastic Helmholtz maps
Advances in Computational Mathematics. 2020. Vol. 46, num. 3, p. 46. DOI : 10.1007/s10444-020-09749-3.Multilevel weighted least squares polynomial approximation
ESAIM: Mathematical Modelling and Numerical Analysis. 2020. Vol. 54, p. 649 – 677. DOI : 10.1051/m2an/2019045.Regularity and sparse approximation of the recursive first moment equations for the lognormal Darcy problem
Computers & Mathematics with Applications. 2020. Vol. 80, num. 12, p. 2925 – 2947. DOI : 10.1016/j.camwa.2020.10.014.Quantifying uncertain system outputs via the multilevel Monte Carlo method — Part I: Central moment estimation
Journal of Computational Physics. 2020. Vol. 414, p. 109466. DOI : 10.1016/j.jcp.2020.109466.Fast Least-Squares Padé approximation of problems with normal operators and meromorphic structure
Mathematics of Computation. 2020. Vol. 89, num. 323, p. 1229 – 1257. DOI : 10.1090/mcom/3511.Symplectic dynamical low rank approximation of wave equations with random parameters
BIT Numerical Mathematics. 2020. Vol. 60, p. 1153 – 1201. DOI : 10.1007/s10543-020-00811-6.Sparse Polynomial Chaos expansions using variational relevance vector machines
Journal of Computational Physics. 2020. Vol. 416, p. 109498. DOI : 10.1016/j.jcp.2020.109498.2019
Distributed sampling for rational approximation of the acoustic scattering of an airfoil
2019. 90th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), Vienna, Austria, Feb 18-22, 2019. DOI : 10.1002/pamm.201900422.Central limit theorems for multilevel Monte Carlo methods
Journal Of Complexity. 2019. Vol. 54, p. 101407. DOI : 10.1016/j.jco.2019.05.001.Compressive sensing adaptation for polynomial chaos expansions
Journal Of Computational Physics. 2019. Vol. 380, p. 29 – 47. DOI : 10.1016/j.jcp.2018.12.010.Stochastic approximation methods for PDE constrained optimal control problems with uncertain parameters
Lausanne, EPFL, 2019.Continuation Multilevel Monte Carlo Evolutionary Algorithm for Robust Aerodynamic Shape Design
Journal of Aircraft. 2019. Vol. 56, num. 2, p. 771 – 786. DOI : 10.2514/1.C035054.Quantifying uncertainties in contact mechanics of rough surfaces using the multilevel Monte Carlo method
International Journal of Engineering Science. 2019. Vol. 138, p. 50 – 64. DOI : 10.1016/j.ijengsci.2019.02.003.Modeling spatially dependent functional data via regression with differential regularization
Journal of Multivariate Analysis. 2019. Vol. 170, p. 175 – 295. DOI : 10.1016/j.jmva.2018.09.006.2018
Bayesian adaptation of chaos representations using variational inference and sampling on geodesics
Proceedings Of The Royal Society A-Mathematical Physical And Engineering Sciences. 2018. Vol. 474, num. 2217, p. 20180285. DOI : 10.1098/rspa.2018.0285.Multilevel Monte Carlo Approximation of Functions
SIAM/ASA Journal on Uncertainty Quantification. 2018. Vol. 6, num. 3, p. 1256 – 1293. DOI : 10.1137/17M1135566.A theoretical study of COmpRessed SolvING for advection-diffusion-reaction problems
Mathematics of Computation. 2018. Vol. 87, p. 1 – 38. DOI : 10.1090/mcom/3209.Sparse approximation of multilinear problems with applications to kernel-based methods in UQ
Numerische Mathematik. 2018. Vol. 139, num. 1, p. 247 – 280. DOI : 10.1007/s00211-017-0932-4.Uncertainty Quantification of geochemical and mechanical compaction in layered sedimentary basins
Computer Methods in Applied Mechanics and Engineering. 2018. Vol. 328, p. 122 – 146. DOI : 10.1016/j.cma.2017.08.049.Perturbation-based inference for diffusion processes: Obtaining effective models from multiscale data
Mathematical Models and Methods in Applied Sciences. 2018. Vol. 28, num. 08, p. 1565 – 1597. DOI : 10.1142/S0218202518500434.Convergence analysis of Padé approximations for Helmholtz frequency response problems
ESAIM: Mathematical Modelling and Numerical Analysis. 2018. Vol. 52, num. 4, p. 1261 – 1284. DOI : 10.1051/m2an/2017050.A Posteriori Error Estimation for the Stochastic Collocation Finite Element Method
SIAM Journal on Numerical Analysis. 2018. Vol. 56, num. 5, p. 3121 – 3143. DOI : 10.1137/17M1155454.Dual Dynamically Orthogonal approximation of incompressible Navier Stokes equations with random boundary conditions
Journal of Computational Physics. 2018. Vol. 354, p. 135 – 162. DOI : 10.1016/j.jcp.2017.09.061.Path-dependent convex conservation laws
JOURNAL OF DIFFERENTIAL EQUATIONS. 2018. Vol. 265, num. 6, p. 2708 – 2744. DOI : 10.1016/j.jde.2018.04.045.2017
MATHICSE Technical Report : Continuation Multi-Level Monte-Carlo method for Uncertainty Quantification in Turbulent Compressible Aerodynamics Problems modeled by RANS
2017
On uncertainty quantification in hydrogeology and hydrogeophysics
Advances in Water Resources. 2017. Vol. 110, p. 166 – 181. DOI : 10.1016/j.advwatres.2017.10.014.Dynamical Low Rank approximation of PDEs with random parameters
Lausanne, EPFL, 2017.A posteriori error estimation for the steady Navier-Stokes equations in random domains
Computer Methods in Applied Mechanics and Engineering. 2017. Vol. 313, p. 483 – 511. DOI : 10.1016/j.cma.2016.10.008.Multi Level Monte Carlo Methods for Uncertainty Quantification and Robust Design Optimization in Aerodynamics
Lausanne, EPFL, 2017.Discrete least-squares approximations over optimized downward closed polynomial spaces in arbitrary dimension
Constructive Approximation. 2017. Vol. 45, num. 3, p. 497 – 519. DOI : 10.1007/s00365-017-9364-8.Influence of Ablation on Vacuum-Ultraviolet Radiation in a Plasma Wind Tunnel Flow
Journal Of Thermophysics And Heat Transfer. 2017. Vol. 31, num. 3, p. 575 – 585. DOI : 10.2514/1.T4936.A Continuation Multi Level Monte Carlo (C-MLMC) method for uncertainty quantification in compressible inviscid aerodynamics
Computer Methods in Applied Mechanics and Engineering. 2017. Vol. 326, p. 20 – 50. DOI : 10.1016/j.cma.2017.07.030.A Multilevel Monte Carlo Evolutionary Algorithm for Robust Aerodynamic Shape Design
2017. 18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Denver, Colorado, USA, 5-9 June 2017. DOI : 10.2514/6.2017-3329.2016
Multi-index stochastic collocation convergence rates for random PDEs with parametric regularity
Foundations of Computational Mathematics. 2016. Vol. 16, num. 6, p. 1555 – 1605. DOI : 10.1007/s10208-016-9327-7.An Adaptive Sparse Grid Algorithm for Elliptic PDEs with Lognormal Diffusion Coefficient
Sparse Grids and Applications – Stuttgart 2014; Berlin: Springer, 2016. p. 191 – 220.Multi-index Monte Carlo: when sparsity meets sampling
Numerische Mathematik. 2016. Vol. 132, num. 4, p. 767 – 806. DOI : 10.1007/s00211-015-0734-5.Convergence of quasi-optimal sparse-grid approximation of Hilbert-space-valued functions: application to random elliptic PDEs
Numerische Mathematik. 2016. Vol. 134, num. 2, p. 343 – 388. DOI : 10.1007/s00211-015-0773-y.Numerical methods for random and stochastic partial differential equations
Stochastics and Partial Differential Equations Analysis and Computations. 2016. Vol. 4, num. 1, p. 1 – 2. DOI : 10.1007/s40072-016-0073-2.A posteriori error estimation for partial differential equations with random input data
Lausanne, EPFL, 2016.Efficient approximation of the contact area between rough surfaces
Engineering Mechanics Institute International Conference, Metz, France, October 25-27, 2016.Optimization of mesh hierarchies in multilevel Monte Carlo samplers
Stochastic Partial Differential Equations: Analysis and Computations. 2016. Vol. 4, num. 1, p. 76 – 112. DOI : 10.1007/s40072-015-0049-7.A Multi Level Monte Carlo Algorithm for the Treatment of Geometrical and Operational Uncertainties in Internal and External Aerodynamics
2016. AIAA Aviation – 46th AIAA Fluid Dynamics Conference, Washington, D.C, 13-17 June 2016. DOI : 10.2514/6.2016-4398.Analytic regularity and collocation approximation for elliptic PDEs with Random domain deformations
Computers and Mathematics with Applications. 2016. Vol. 71, num. 6, p. 1173 – 1197. DOI : 10.1016/j.camwa.2016.01.005.Multi-index Stochastic Collocation for random PDEs
Computer Methods in Applied Mechanics and Engineering. 2016. Vol. 306, p. 95 – 122. DOI : 10.1016/j.cma.2016.03.029.A posteriori error estimations for elliptic partial differential equations with small uncertainties
Numerical Methods for Partial Differential Equations. 2016. Vol. 32, num. 1, p. 175 – 212. DOI : 10.1002/num.21991.Numerical Approximation of Flows in Random Porous Media
Lausanne, EPFL, 2016.Tensor train approximation of moment equations for elliptic equations with lognormal coefficient
Computer Methods in Applied Mechanics and Engineering. 2016. Vol. 308, p. 349 – 376. DOI : 10.1016/j.cma.2016.05.026.2015
Finite element differential forms on curvilinear cubic meshes and their approximation properties
Numerische Mathematik. 2015. Vol. 129, num. 1, p. 1 – 20. DOI : 10.1007/s00211-014-0631-3.Analysis and Computation of Hyperbolic PDEs with Random Data
Encyclopedia of Applied and Computational Mathematics; 2015. p. 51 – 58.Discrete least squares polynomial approximation with random evaluations − application to parametric and stochastic elliptic PDEs
ESAIM: Mathematical Modelling and Numerical Analysis. 2015. Vol. 49, num. 3, p. 815 – 837. DOI : 10.1051/m2an/2014050.Low-rank tensor approximation for high-order correlation functions of Gaussian random fields
SIAM/ASA Journal of Uncertainty Quantification. 2015. Vol. 3, num. 1, p. 393 – 416. DOI : 10.1137/140968938.Blood flow velocity field estimation via spatial regression with PDE penalization
Journal of the American Statistical Association. 2015. Vol. 110, num. 511, p. 1057 – 1071. DOI : 10.1080/01621459.2014.946036.A Multi Level Monte Carlo Method with Control Variate for elliptic PDEs with log-normal coefficients
Stochastic Partial Differential Equations: Analysis and Computations. 2015. Vol. 3, num. 3, p. 398 – 444. DOI : 10.1007/s40072-015-0055-9.An effective algorithm for the generation of patient-specific Purkinje networks in computational electrocardiology
Journal Of Computational Physics. 2015. Vol. 283, p. 495 – 517. DOI : 10.1016/j.jcp.2014.11.043.Comparison of Clenshaw-Curtis and Leja Quasi-Optimal Sparse Grids for the Approximation of Random PDEs
2015. International Conference on Spectral and High-Order Methods 2014 (ICOSAHOM’14), Salt Lake City, June 23-27, 2014. p. 475 – 482. DOI : 10.1007/978-3-319-19800-2_44.Error Analysis of the Dynamically Orthogonal Approximation of Time Dependent Random PDEs
Siam Journal on Scientific Computing. 2015. Vol. 37, num. 2, p. A776 – A810. DOI : 10.1137/140967787.A continuation multilevel Monte Carlo algorithm
BIT Numerical Mathematics. 2015. Vol. 55, num. 2, p. 399 – 432. DOI : 10.1007/s10543-014-0511-3.Convergence estimates in probability and in expectation for discrete least squares with noisy evaluations at random points
Journal of Multivariate Analysis. 2015. Vol. 142, p. 167 – 182. DOI : 10.1016/j.jmva.2015.08.009.Data-driven coarse graining in action: Modeling and prediction of complex systems
Physical Review E. 2015. Vol. 92, num. 4, p. 042139. DOI : 10.1103/PhysRevE.92.042139.Numerical Methods For Uncertainty Quantification
International Journal For Uncertainty Quantification. 2015. Vol. 5, num. 3, p. VII – VIII. DOI : 10.1615/Int.J.UncertaintyQuantification.2015014190.Adaptive polynomial approximation by means of random discrete least squares
2015. ENUMATH 2013, Lausanne, August 26-30, 2013. p. 547 – 554. DOI : 10.1007/978-3-319-10705-9_54.Analysis and computation of the elastic wave equation with random coefficients
Computers and Mathematics with Applications. 2015. Vol. 70, num. 10, p. 2454 – 2473. DOI : 10.1016/j.camwa.2015.09.013.Numerical Mathematics and Advanced Applications – ENUMATH 2013
2015.Analysis of discrete least squares on multivariate polynomial spaces with evaluations at low-discrepancy point sets
Journal of Complexity. 2015. Vol. 31, num. 4, p. 517 – 542. DOI : 10.1016/j.jco.2015.02.001.Multivariate Markov-type and Nikolskii-type inequalities for polynomials associated with downward closed multi-index sets
Journal of Approximation Theory. 2015. Vol. 189, p. 137 – 159. DOI : 10.1016/j.jat.2014.10.010.2014
On Nonasymptotic Optimal Stopping Criteria In Monte Carlo Simulations
Siam Journal On Scientific Computing. 2014. Vol. 36, num. 2, p. A869 – A885. DOI : 10.1137/130911433.On the Connection between the Hamilton-Jacobi-Bellman and the Fokker-Planck Control Frameworks
Applied Mathematics. 2014. Vol. 5, p. 2476 – 2484. DOI : 10.4236/am.2014.516239.Moment equations for the mixed formulation of the Hodge Laplacian with stochastic loading term
IMA Journal of Numerical Analysis. 2014. Vol. 34, num. 4, p. 1328 – 1360. DOI : 10.1093/imanum/drt041.Computational generation of the Purkinje network driven by clinical measurements: The case of pathological propagations
International Journal for Numerical Methods in Biomedical Engineering. 2014. Vol. 30, num. 12, p. 1558 – 1577. DOI : 10.1002/cnm.2689.Implementation and analysis of an adaptive multilevel Monte Carlo algorithm
Monte Carlo Methods and Applications. 2014. Vol. 20, num. 1, p. 1 – 41. DOI : 10.1515/mcma-2013-0014.Inverse modeling of geochemical and mechanical compaction in sedimentary basins through Polynomial Chaos Expansion
Water Resources Research. 2014. Vol. 50, num. 12, p. 9414 – 94. DOI : 10.1002/2014WR015838.A quasi-optimal sparse grids procedure for groundwater flows
2014. International Conference on Spectral and High-Order Methods 2012 (ICOSAHOM’12), Gammarth, Tunisia, June 25-29, 2012. p. 1 – 16. DOI : 10.1007/978-3-319-01601-6_1.Perturbation analysis for the Darcy problem with log-normal permeability
SIAM/ASA Journal on Uncertainty Quantification. 2014. Vol. 2, num. 1, p. 223 – 244. DOI : 10.1137/130949415.Inexact accurate partitioned algorithms for fluid-structure interaction problems with finite elasticity in haemodynamics
Journal of Computational Physics. 2014. Vol. 273, p. 598 – 617. DOI : 10.1016/j.jcp.2014.05.020.Patient-specific generation of the Purkinje network driven by clinical measurements of a normal propagation
Medical & Biological Engineering & Computing. 2014. Vol. 52, num. 10, p. 813 – 826. DOI : 10.1007/s11517-014-1183-5.Mixed Finite Elements for spatial regression with PDE penalization
SIAM/ASA Journal on Uncertainty Quantification. 2014. Vol. 2, num. 1, p. 305 – . DOI : 10.1137/130925426.Model reduction based on proper generalized decomposition for the steady incompressible Navier-Stokes equations
Siam Journal on Scientific Computing. 2014. Vol. 36, num. 3, p. A1089 – A1117. DOI : 10.1137/120878999.Analysis of Discrete L2 Projection on Polynomial Spaces with Random Evaluations
Foundations of Computational Mathematics. 2014. Vol. 14, num. 3, p. 419 – 456. DOI : 10.1007/s10208-013-9186-4.Convergence of quasi-optimal Stochastic Galerkin methods for a class of PDES with random coefficients
Computers and Mathematics with Applications. 2014. Vol. 67, num. 4, p. 732 – 751. DOI : 10.1016/j.camwa.2013.03.004.2013
A stochastic collocation method for the second order wave equation with a discontinuous random speed
Numerische Mathematik. 2013. Vol. 123, num. 3, p. 493 – 536. DOI : 10.1007/s00211-012-0493-5.Approximation of Quantities of Interest in Stochastic PDEs by the Random Discrete $L^2$ Projection on Polynomial Spaces
SIAM Journal on Scientific Computing. 2013. Vol. 35, num. 3, p. A1440 – A1460. DOI : 10.1137/120897109.Time accurate partitioned algorithms for the solution of fluid-structure interaction problems in haemodynamics
Computers & Fluids. 2013. Vol. 86, p. 470 – 482. DOI : 10.1016/j.compfluid.2013.07.031.2012
An active strain electromechanical model for cardiac tissue
International Journal for Numerical Methods in Biomedical Engineering. 2012. Vol. 28, num. 1, p. 52 – 71. DOI : 10.1002/cnm.1468.Partitioned Algorithms for Fluid-Structure Interaction Problems in Haemodynamics
Milan Journal Of Mathematics. 2012. Vol. 80, num. 2, p. 443 – 467. DOI : 10.1007/s00032-012-0194-7.Sparse spectral approximations for computing polynomial functionals
2012