Jan S. Hesthaven

Vice-président académique
jan.hesthaven@epfl.ch +41 21 693 03 51 https://www.epfl.ch/labs/mcss/
+41 21 693 03 51
EPFL
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EPFL SB MATH MCSS
MA C2 652 (Bâtiment MA)
Station 8
CH-1015 Lausanne
+41 21 693 03 51
+41 21 693 58 42
Local: MA C2 652
EPFL
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MCSS
Web site: Site web: https://mcss.epfl.ch/
Domaines de compétences
Publications
Publications Infoscience
Jan S Hesthaven publications
2020
Characterization of image spaces of Riemann-Liouville fractional integral operators on Sobolev spaces W-m,W-p (omega)
Science China-Mathematics. 2020-11-18. DOI : 10.1007/s11425-019-1720-1.Time-domain room acoustic simulations with extended-reacting porous absorbers using the discontinuous Galerkin method
Journal Of The Acoustical Society Of America. 2020-11-01. DOI : 10.1121/10.0002448.Controlling oscillations in spectral schemes using Artificial Neural Networks
2020-09-14A hierarchical preconditioner for wave problems in quasilinear complexity
2020-09-09.Massive parallel nodal discontinuous Galerkin finite element method simulator for room acoustics
International Journal of High Performance Computing Applications. 2020-09-06.Pointwise error estimate in difference setting for the two-dimensional nonlinear fractional complex Ginzburg-Landau equation
Advances in Computational Mathematics. 2020-09-06. DOI : 10.1002/mma.5897.Apparent diffusion coefficient measured by diffusion MRI of moving and deforming domains
Journal Of Magnetic Resonance. 2020-09-01. DOI : 10.1016/j.jmr.2020.106809.Systematic sensor placement for structural anomaly detection in the absence of damaged states
Computer Methods in Applied Mechanics and Engineering. 2020-08-18. DOI : 10.1016/j.cma.2020.113315.Physics-informed machine learning for reduced-order modeling of nonlinear problems
2020-07-23.Hybrid high-resolution RBF-ENO method
Journal of Computational Physics. 2020-07-14.Rare event simulation for large-scale structures with local nonlinearities
Computer Methods In Applied Mechanics And Engineering. 2020-07-01. DOI : 10.1016/j.cma.2020.113051.An edge detector based on artificial neural network with application to hybrid Compact-WENO finite difference schemes
Journal Of Scientific Computing. 2020-06-03. DOI : 10.1007/s10915-020-01237-6.A non-intrusive multifidelity method for the reduced order modeling of nonlinear problems
Computer Methods In Applied Mechanics And Engineering. 2020-06-01. DOI : 10.1016/j.cma.2020.112947.Constraint-aware neural networks for Riemann problems
Journal Of Computational Physics. 2020-05-15. DOI : 10.1016/j.jcp.2020.109345.Controlling oscillations in high-order Discontinuous Galerkin schemes using artificial viscosity tuned by neural networks
Journal Of Computational Physics. 2020-05-15. DOI : 10.1016/j.jcp.2020.109304.Simulation-based Anomaly Detection and Damage Localization: An application to Structural Health Monitoring
Computer Methods In Applied Mechanics And Engineering. 2020-05-01. DOI : 10.1016/j.cma.2020.112896.A Study of Several Artificial Viscosity Models within the Discontinuous Galerkin Framework
Communications In Computational Physics. 2020-05-01. DOI : 10.4208/cicp.OA-2019-0118.Controlling oscillations in spectral methods by local artificial viscosity governed by neural networks
2020-04-09.Two-Dimensional RBF-ENO Method on Unstructured Grids
Journal Of Scientific Computing. 2020-03-11. DOI : 10.1007/s10915-020-01176-2.A Homotopy Method with Adaptive Basis Selection for Computing Multiple Solutions of Differential Equations
Journal Of Scientific Computing. 2020-01-13. DOI : 10.1007/s10915-020-01123-1.Numerical methods for structural anomaly detection using model order reduction and data-driven techniques
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-7734.High-order essentially nonoscillatory methods based on radial basis functions
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-8411.Effective diffusion tensor measured by diffusion MRI of moving and deforming domains
Journal of Magnetic Resonance. 2020.Recurrent neural network closure of parametric POD-Galerkin reduced-order models based on the Mori-Zwanzig formalism
Journal of Computational Physics. 2020. DOI : 10.1016/j.jcp.2020.109402.2019
Waves at a fluid-solid interface: Explicit versus implicit formulation of boundary conditions using a discontinuous Galerkin method
2019-12-23.Modeling extended-reaction boundary conditions in time-domain wave-based simulations of room acoustics
2019-10-31.Model order reduction for large-scale structures with local nonlinearities
Computer Methods In Applied Mechanics and Engineering. 2019-08-15. DOI : 10.1016/j.cma.2019.04.042.A comparative study of earthquake source models in high- order accurate tsunami simulations
Ocean Modelling. 2019-08-14. DOI : 10.1016/j.ocemod.2019.101429.Entropy Stable Essentially Nonoscillatory Methods Based On Rbf Reconstruction
ESAIM: Mathematical Modelling and Numerical Analysis. 2019-06-21. DOI : 10.1051/m2an/2019011.Time domain room acoustic simulations using the spectral element method
Journal Of The Acoustical Society Of America. 2019-06-01. DOI : 10.1121/1.5109396.MATHICSE Technical Report: Constraint-Aware Neural Networks for Riemann Problems
2019-04-28MATHICSE Technical Report: Time domain room acoustic simulations using a spectral element method
2019-04-28MATHICSE Technical Report: Simulation-Based Anomaly Detection and Damage Localization: an Application to Structural Health Monitoring
2019-04-10MATHICSE Technical Report: A non-intrusive multifidelity method for the reduced order modeling of nonlinear problems
2019-04-10MATHICSE Technical Report: Controlling oscillations in high-order Discontinuous Galerkin schemes using artificial\ viscosity tuned by neural networks
2019-01-28Recurrent neural network closure of parametric POD-Galerkin reduced-order models based on the Mori-Zwanzig formalism
2019.Entropy stable essentially non-oscillatory methods based on RBF reconstructions
Mathematical Modeling and Numerical Analysis. 2019. DOI : 10.1051/m2an/2019011.Estimation of groundwater storage from seismic data using deep learning
Geophysics Research Letters. 2019. DOI : 10.1111/1365-2478.12831.Discontinuous Galerkin Discretizations of the Boltzmann Equations in 2D: semi-analytic time stepping and absorbing boundary layers
Journal of Computational Physics. 2019. DOI : 10.1016/j.jcp.2019.03.050.Structure-Preserving Model-Reduction of Dissipative Hamiltonian Systems
Journal of Scientific Computing. 2019. DOI : 10.1007/s10915-018-0653-6.Projective multiscale time-integration for electrostatic particle-in-cell methods
Computer Physics Communications. 2019. DOI : 10.1016/j.cpc.2018.10.012.2018
RBF Based CWENO Method
2018-11-09. ICOSAHOM 2018, London, UK.Detecting troubled-cells on two-dimensional unstructured grids using a neural network
Journal of Computational Physics. 2018-11-01. DOI : 10.1016/j.jcp.2019.07.043.Data-driven reduced order modeling for time-dependent problems
Computer Methods in Applied Mechanics and Engineering. 2018-10. DOI : 10.1016/j.cma.2018.10.029.Conservative Model Order Reduction for Fluid Flow
Advances in reduced order modeling; Springer Verlag, 2018-08-06.Greedy Non-Intrusive Reduced Order Model for Fluid Dynamics
AIAA Journal. 2018-06-24. DOI : 10.2514/1.J056161.A data-driven shock capturing approach for discontinuous Galekin methods
2018-06-18.Non-intrusive reduced order modeling of unsteady flows using artificial neural networks with application to a combustion problem
Journal of Computational Physics. 2018-06-18. DOI : 10.1016/j.jcp.2019.01.031.POD-Kriging reduced method’s application in Tandem Cylinders’ flow
Journal of Northwestern Polytechnical University. 2018-06-01.Controlling oscillations in high-order schemes using neural networks
2018Scaling and Resilience in Numerical Algorithms for Exascale Computing
Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8926.Geometric Model Order Reduction
Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8923.Fast hierarchical solvers for symmetric eigenvalue problems
Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8808.Structure-Preserving Reduced Basis Methods for Hamiltonian Systems with a State-dependent Poisson Structure
Mathematics of computation. 2018.A nodal discontinuous Galerkin finite element method for the poroelastic wave equation
Computational Geoscience. 2018. DOI : 10.1007/s10596-019-9809-1.Multi space reduced basis preconditioners for parametrized partial differential equations
Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8553.Symplectic Model-Reduction with a Weighted Inner Product
SIAM Journal of Scientific Computing. 2018.Flowfield Reconstruction Method Using Artificial Neural Network
AIAA Journal. 2018. DOI : 10.2514/1.J057108.Reduced order modeling for nonlinear structural analysis using Gaussian process regression
Computer Methods in Applied Mechanics and Engineering. 2018. DOI : 10.1016/j.cma.2018.07.017.Discontinuous Galerkin scheme for the spherical shallow water equations with applications to tsunami modeling and prediction
Journal of Computational Physics. 2018. DOI : 10.1016/j.jcp.2018.02.008.An artificial neural network as a troubled-cell indicator
Journal of computational physics. 2018. DOI : 10.1016/j.jcp.2018.04.029.Non-intrusive reduced order modeling of nonlinear problems using neural networks
Journal of Computational Physics. 2018. DOI : 10.1016/j.jcp.2018.02.037.Deep convolutional neural networks for estimating porous material parameters with ultrasound tomography
Journal of the Acoustical Society of America. 2018. DOI : 10.1121/1.5024341.Research and Education in Computational Science and Engineering
Siam Review. 2018. DOI : 10.1137/16M1096840.2017
Numerical methods for conservation laws: From analysis to algorithms
Philadelphia: SIAM Publishing.A comparative study of shock capturing models for the discontinuous Galerkin method
Journal of Computational Physics. 2017.Efficient Preconditioning of hp-FEM Matrices by Hierarchical Low-Rank Approximations
Journal Of Scientific Computing. 2017. DOI : 10.1007/s10915-016-0347-x.Dynamical Low Rank approximation of PDEs with random parameters
Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7813.Large-Scale Tsunami Simulations using the Discontinuous Galerkin Method
27th Biennial Conference on Numerical Analysis, Glasgow, UK, June 27-30, 2017.Communication-aware adaptive parareal with application to a nonlinear hyperbolic system of partial dierential equations
Journal of Computational Physics. 2017. DOI : 10.1016/j.jcp.2018.04.056.A greedy non-intrusive reduced order model for fluid dynamics
Journal of Northwestern Polytechnical University. 2017.High-Order Accurate Local Schemes for Fractional Differential Equations
Journal Of Scientific Computing. 2017. DOI : 10.1007/s10915-015-0089-1.Identification of a Predator-Prey System from Simulation Data of a Convection Model
Physics of Plasmas. 2017. DOI : 10.1063/1.4977057.Efficient preconditioning of hp-FEM matrices arising from time-varying problems: an application to topology optimization
Computer Methods in Applied Mechanics and Engineering. 2017. DOI : 10.1016/j.cma.2017.04.027.Adaptive WENO methods based on radial basis functions reconstruction
Journal of Scientific Computing. 2017. DOI : 10.1007/s10915-017-0383-1.High-Order Accurate Adaptive Kernel Compression Time-Stepping Schemes for Fractional Differential Equations
Journal of Scientific Computing. 2017. DOI : 10.1007/s10915-017-0393-z.Structure preserving model reduction of parametric Hamiltonian systems
Siam Journal on Scientific Computing. 2017. DOI : 10.1137/17M1111991.Space-dependent source determination in a time-fractional diffusion equation using a local discontinuous Galerkin method
BIT Numerical Mathematics. 2017. DOI : 10.1007/s10543-017-0648-y.A kernel compression scheme for fractional differential equations
Siam Journal on Numerical Analysis. 2017. DOI : 10.1137/15M1043960.2016
A posteriori error estimation for partial differential equations with random input data
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-7260.Multiscale methods for Stokes flow in heterogeneous media
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-7135.Spectral Methods for Hyperbolic Problems
Handbook of Numerical Methods for Hyperbolic Problems Basic and Fundamental Issues; Elsevier Publishing, 2016. p. 441-466.Low-rank methods for parameter-dependent eigenvalue problems and matrix equations
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-7137.An octree-based adaptive semi-Lagrangian free surface flow solver
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-7011.Parallel Algorithms for the Solution of Large-Scale Fluid-Structure Interaction Problems in Hemodynamics
Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6983.Spectral methods for tempered fractional differential equations
Mathematics of Computation. 2016.Fault Tolerance in the Parareal Method
2016. ACM Workshop on Fault-Tolerance for HPC at Extreme Scale (FTXS). p. 1-8. DOI : 10.1145/2909428.2909431.Efficient Absorbing Layers for Weakly Compressible Flows
2016On the use of ANOVA expansions in reduced basis methods for high-dimensional parametric partial differential equations
Journal of Scientific Computing. 2016. DOI : 10.1007/s10915-016-0194-9.2015
Certified Reduced Basis Methods for Parametrized Partial Differential Equations
Springer Verlag.Efficient Reduction Techniques for the Simulation and Optimization of Parametrized Systems
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6810.Hyperbolic Problems: Theory and Computation
Journal Of Scientific Computing. 2015. DOI : 10.1007/s10915-015-0065-9.An Adjoint Approach for Stabilizing the Parareal Method
Comptes rendus des séances de l'Académie des Sciences. Série A, Sciences mathématiques**. 2015.Special Issue on "Fractional PDEs: Theory, Numerics, and Applications"
Journal Of Computational Physics. 2015. DOI : 10.1016/j.jcp.2015.04.007.Accuracy of high order and spectral methods for hyperbolic conservation laws with discontinuous solutions
Siam Journal on Numerical Analysis. 2015. DOI : 10.1137/140992758.Nodal discontinuous Galerkin methods for fractional diffusion equations on 2D domain with triangular meshes
Journal of Computational Physics. 2015. DOI : 10.1016/j.jcp.2015.06.022.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.Numerical approximation of the fractional Laplacian via hp-finite elements, with an application to image denoising
Journal of Scientific Computing. 2015. DOI : 10.1007/s10915-014-9959-1.A Parareal Method for Time-fractional Differential Equations
Journal of Computational Physics. 2015. DOI : 10.1016/j.jcp.2014.11.034.Local discontinuous Galerkin methods for fractional ordinary differential equations
Bit Numerical Mathematics. 2015. DOI : 10.1007/s10543-014-0531-z.Enseignement & Phd
Enseignement
Mathematics