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PDF
Chat
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First Order System Least Squares Neural Networks
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2024
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Joost A. A. Opschoor
Philipp Petersen
Christoph Schwab
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PDF
Chat
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Expression Rates of Neural Operators for Linear Elliptic PDEs in
Polytopes
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2024
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Carlo Marcati
Christoph Schwab
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PDF
Chat
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Exponential expressivity of ${\rm ReLU}^k$ neural networks on Gevrey classes with point singularities
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2024
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Joost A. A. Opschoor
Christoph Schwab
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PDF
Chat
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Frequency-Explicit Shape Holomorphy in Uncertainty Quantification for
Acoustic Scattering
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2024
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Ralf Hiptmair
Christoph Schwab
Euan A. Spence
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+
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Deep ReLU networks and high-order finite element methods II: Cheby拧ev emulation
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2024
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Joost A. A. Opschoor
Christoph Schwab
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PDF
Chat
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Deep ReLU Neural Network Emulation in High-Frequency Acoustic Scattering
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2024
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Fernando Henr铆quez
Christoph Schwab
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+
PDF
Chat
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Exponential Convergence of $hp$-ILGFEM for semilinear elliptic boundary
value problems with monomial reaction
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2024
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Yanchen He
Paul Houston
Christoph Schwab
Thomas P. Wihler
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Analytic Regularity of Solutions to the Navier鈥揝tokes Equations with Mixed Boundary Conditions in Polygons
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2024
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Yanchen He
Carlo Marcati
Christoph Schwab
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PDF
Chat
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Exponential Expressivity of ReLU$^k$ Neural Networks on Gevrey Classes
with Point Singularities
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2024
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Joost A. A. Opschoor
Christoph Schwab
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PDF
Chat
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Wavelet compressed, modified Hilbert transform in the space-time
discretization of the heat equation
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2024
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Helmut Harbrecht
Christoph Schwab
Marco Zank
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The Gevrey class implicit mapping theorem with application to UQ of semilinear elliptic PDEs
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2024
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Helmut Harbrecht
Marc Schmidlin
Christoph Schwab
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PDF
Chat
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Analytic regularity and solution approximation for a semilinear elliptic partial differential equation in a polygon
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2024
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Yanchen He
Christoph Schwab
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+
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Neural Networks for Singular Perturbations
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2024
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Joost A. A. Opschoor
Christoph Schwab
Christos Xenophontos
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PDF
Chat
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Exponential Convergence of \(hp\)-FEM for the Integral Fractional Laplacian in Polygons
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2023
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Markus Faustmann
Carlo Marcati
Jens Markus Melenk
Christoph Schwab
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Monte Carlo convergence rates for kth moments in Banach spaces
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2023
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Kristin Kirchner
Christoph Schwab
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PDF
Chat
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Multilevel Monte Carlo FEM for elliptic PDEs with Besov random tree priors
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2023
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Christoph Schwab
Andreas Stein
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PDF
Chat
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Exponential Convergence of Deep Operator Networks for Elliptic Partial Differential Equations
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2023
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Carlo Marcati
Christoph Schwab
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+
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De Rham compatible Deep Neural Network FEM
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2023
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Marcello Longo
Joost A. A. Opschoor
Nico Disch
Christoph Schwab
Jakob Zech
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PDF
Chat
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Multilevel domain uncertainty quantification in computational electromagnetics
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2023
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Rub茅n Aylwin
Carlos Jerez-Hanckes
Christoph Schwab
Jakob Zech
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Deep Learning in High Dimension: Neural Network Expression Rates for Analytic Functions in \(\pmb{L^2(\mathbb{R}^d,\gamma_d)}\)
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2023
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Christoph Schwab
Jakob Zech
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A-posteriori QMC-FEM error estimation for Bayesian inversion and optimal control with entropic risk measure
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2023
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Marcello Longo
Christoph Schwab
Andreas Stein
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+
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Multilevel Monte Carlo FEM for Elliptic PDEs with Besov Random Tree Priors
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2023
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Christoph Schwab
Andreas Stein
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+
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Deep Operator Network Approximation Rates for Lipschitz Operators
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2023
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Christoph Schwab
Andreas Stein
Jakob Zech
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+
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Weighted analytic regularity for the integral fractional Laplacian in polyhedra
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2023
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Markus Faustmann
Carlo Marcati
Jens Markus Melenk
Christoph Schwab
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+
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The Gevrey class implicit mapping theorem with application to UQ of semilinear elliptic PDEs
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2023
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Helmut Harbrecht
Marc Schmidlin
Christoph Schwab
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+
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Smolyak Sparse-Grid Interpolation and Quadrature
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2023
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膼inh D农ng
Van Kien Nguyen
Christoph Schwab
Jakob Zech
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Elliptic Divergence-Form PDEs with Log-Gaussian Coefficient
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2023
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膼inh D农ng
Van Kien Nguyen
Christoph Schwab
Jakob Zech
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Preliminaries
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2023
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膼inh D农ng
Van Kien Nguyen
Christoph Schwab
Jakob Zech
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Parametric Posterior Analyticity and Sparsity in BIPs
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2023
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膼inh D农ng
Van Kien Nguyen
Christoph Schwab
Jakob Zech
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Multilevel Smolyak Sparse-Grid Interpolation and Quadrature
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2023
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膼inh D农ng
Van Kien Nguyen
Christoph Schwab
Jakob Zech
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Conclusions
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2023
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膼inh D农ng
Van Kien Nguyen
Christoph Schwab
Jakob Zech
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Sparsity for Holomorphic Functions
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2023
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膼inh D农ng
Van Kien Nguyen
Christoph Schwab
Jakob Zech
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+
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Deep ReLU networks and high-order finite element methods II: Chebyshev emulation
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2023
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Joost A. A. Opschoor
Christoph Schwab
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+
PDF
Chat
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<i>hp</i>-FEM for reaction鈥揹iffusion equations. II: robust exponential convergence for multiple length scales in corner domains
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2022
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Lehel Banjai
Jens Markus Melenk
Christoph Schwab
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PDF
Chat
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Exponential convergence of hp FEM for spectral fractional diffusion in polygons
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2022
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Lehel Banjai
Jens Markus Melenk
Christoph Schwab
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+
PDF
Chat
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Weighted Analytic Regularity for the Integral Fractional Laplacian in Polygons
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2022
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Markus Faustmann
Carlo Marcati
Jens Markus Melenk
Christoph Schwab
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PDF
Chat
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Exponential Convergence of hp-FEM for the Integral Fractional Laplacian in 1D
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2022
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Bj枚rn Bahr
Markus Faustmann
Carlo Marcati
Jens Markus Melenk
Christoph Schwab
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PDF
Chat
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Exponential convergence of <i>hp</i>-time-stepping in space-time discretizations of parabolic PDES
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2022
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Ilaria Perugia
Christoph Schwab
Marco Zank
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PDF
Chat
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Deep ReLU neural networks overcome the curse of dimensionality for partial integrodifferential equations
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2022
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Lukas Gonon
Christoph Schwab
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Extrapolated Polynomial Lattice Rule Integration in Computational Uncertainty Quantification
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2022
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Josef Dick
Marcello Longo
Christoph Schwab
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PDF
Chat
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Quantized Tensor FEM for Multiscale Problems: Diffusion Problems in Two and Three Dimensions
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2022
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Vladimir Kazeev
Ivan Oseledets
Maxim Rakhuba
Christoph Schwab
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PDF
Chat
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Exponential ReLU Neural Network Approximation Rates for Point and Edge Singularities
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2022
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Carlo Marcati
Joost A. A. Opschoor
Philipp Petersen
Christoph Schwab
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PDF
Chat
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Deep solution operators for variational inequalities via proximal neural networks
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2022
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Christoph Schwab
Andreas Stein
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Analyticity and sparsity in uncertainty quantification for PDEs with Gaussian random field inputs
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2022
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膼inh D农ng
Van Kien Nguyen
Christoph Schwab
Jakob Zech
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Exponential convergence of hp-FEM for the integral fractional Laplacian in 1D
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2022
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Markus Faustmann
Carlo Marcati
Jens Markus Melenk
Christoph Schwab
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Exponential Convergence of $hp$-Time-Stepping in Space-Time Discretizations of Parabolic PDEs
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2022
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Ilaria Perugia
Christoph Schwab
Marco Zank
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+
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Neural and gpc operator surrogates: construction and expression rate bounds
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2022
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Lukas Herrmann
Christoph Schwab
Jakob Zech
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+
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Exponential Convergence of hp FEM for the Integral Fractional Laplacian in Polygons
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2022
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Markus Faustmann
Carlo Marcati
Jens Markus Melenk
Christoph Schwab
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+
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Monte Carlo convergence rates for $k$th moments in Banach spaces
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2022
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Kristin Kirchner
Christoph Schwab
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+
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De Rham compatible Deep Neural Network FEM
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2022
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Marcello Longo
Joost A. A. Opschoor
Nico Disch
Christoph Schwab
Jakob Zech
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+
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Multilevel Domain Uncertainty Quantification in Computational Electromagnetics
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2022
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Rub茅n Aylwin
Carlos Jerez-Hanckes
Christoph Schwab
Jakob Zech
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+
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Deep Learning in High Dimension: Neural Network Approximation of Analytic Functions in $L^2(\mathbb{R}^d,\gamma_d)$
|
2021
|
Christoph Schwab
Jakob Zech
|
+
PDF
Chat
|
Deep Learning in High Dimension: Neural Network Approximation of
Analytic Functions in $L^2(\mathbb{R}^d,\gamma_d)$
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2021
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Christoph Schwab
Jakob Zech
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+
PDF
Chat
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Deep ReLU network expression rates for option prices in high-dimensional, exponential L茅vy models
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2021
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Lukas Gonon
Christoph Schwab
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+
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Shape Holomorphy of the Calder贸n Projector for the Laplacian in $${\mathbb {R}}^2$$
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2021
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Fernando Henr铆quez
Christoph Schwab
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+
PDF
Chat
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DNN Expression Rate Analysis of High-Dimensional PDEs: Application to Option Pricing
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2021
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Dennis Elbr盲chter
Philipp Grohs
Arnulf Jentzen
Christoph Schwab
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Deep ReLU Neural Network Approximation for Stochastic Differential Equations with Jumps.
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2021
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Lukas Gonon
Christoph Schwab
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+
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Deep ReLU Network Expression Rates for Option Prices in high-dimensional, exponential L\'evy models
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2021
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Lukas Gonon
Christoph Schwab
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Multilevel approximation of Gaussian random fields: Covariance compression, estimation and spatial prediction
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2021
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Helmut Harbrecht
Lukas Herrmann
Kristin Kirchner
Christoph Schwab
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Multilevel Markov Chain Monte Carlo for Bayesian Inversion of Parabolic Partial Differential Equations under Gaussian Prior
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2021
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Vi锚t H脿 H貌ang
Jia Hao Quek
Christoph Schwab
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Deep Learning in High Dimension: Neural Network Approximation of Analytic Functions in L 2 (R d , 纬 d ).
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2021
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Christoph Schwab
Jakob Zech
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+
PDF
Chat
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Higher-Order Quasi-Monte Carlo Training of Deep Neural Networks
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2021
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Marcello Longo
Siddhartha Mishra
T. Konstantin Rusch
Christoph Schwab
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Deep ReLU neural networks overcome the curse of dimensionality for partial integrodifferential equations
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2021
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Lukas Gonon
Christoph Schwab
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+
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Deep ReLU Network Expression Rates for Option Prices in high-dimensional, exponential L茅vy models
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2021
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Lukas Gonon
Christoph Schwab
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+
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Deep Learning in High Dimension: Neural Network Approximation of Analytic Functions in $L^2(\mathbb{R}^d,纬_d)$
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2021
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Christoph Schwab
Jakob Zech
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+
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Quasi-Monte Carlo Bayesian estimation under Besov priors in elliptic inverse problems
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2020
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Lukas Herrmann
Magdalena Keller
Christoph Schwab
|
+
PDF
Chat
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Space鈥搕ime discontinuous Galerkin approximation of acoustic waves with point singularities
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2020
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Pratyuksh Bansal
Andrea Moiola
Ilaria Perugia
Christoph Schwab
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+
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Exponential Convergence of $hp$ FEM for Spectral Fractional Diffusion in Polygons
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2020
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Lehel Banjai
Jens Markus Melenk
Christoph Schwab
|
+
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Deep neural network expression of posterior expectations in Bayesian PDE inversion
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2020
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Lukas Herrmann
Christoph Schwab
Jakob Zech
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+
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Multilevel MCMC Bayesian Inversion of Parabolic PDEs under Gaussian Prior
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2020
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Vi锚t H谩 Ho谩ng
Jia Hao Quek
Christoph Schwab
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+
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$hp$-FEM for reaction-diffusion equations II. Robust exponential convergence for multiple length scales in corner domains
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2020
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Lehel Banjai
Jens Markus Melenk
Christoph Schwab
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+
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Space-time discontinuous Galerkin approximation of acoustic waves with point singularities
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2020
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Pratyuksh Bansal
Andrea Moiola
Ilaria Perugia
Christoph Schwab
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+
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Space鈥搕ime discontinuous Galerkin approximation of acoustic waves with point singularities
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2020
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Pratyuksh Bansal
Andrea Moiola
Ilaria Perugia
Christoph Schwab
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Convergence rates of high dimensional Smolyak quadrature
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2020
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Jakob Zech
Christoph Schwab
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+
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Multilevel Quasi-Monte Carlo Uncertainty Quantification for Advection-Diffusion-Reaction
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2020
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Lukas Herrmann
Christoph Schwab
|
+
PDF
Chat
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Analytic Regularity for the Incompressible Navier--Stokes Equations in Polygons
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2020
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Carlo Marcati
Christoph Schwab
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+
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Spectral and High Order Methods for Partial Differential Equations ICOSAHOM 2018 : Selected Papers from the ICOSAHOM Conference, London, UK, July 9-13, 2018
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2020
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Spencer J. Sherwin
David Moxey
J. Peir贸
Peter Vincent
Christoph Schwab
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Spectral and High Order Methods for Partial Differential Equations ICOSAHOM 2018
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2020
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Spencer J. Sherwin
David Moxey
J. Peir贸
Peter Vincent
Christoph Schwab
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Exponential ReLU Neural Network Approximation Rates for Point and Edge Singularities
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2020
|
Carlo Marcati
Joost A. A. Opschoor
Philipp Petersen
Christoph Schwab
|
+
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$hp$-FEM for reaction-diffusion equations II. Robust exponential convergence for multiple length scales in corner domains
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2020
|
Lehel Banjai
Jens Markus Melenk
Christoph Schwab
|
+
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Exponential Convergence of $hp$ FEM for Spectral Fractional Diffusion in Polygons
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2020
|
Lehel Banjai
Jens Markus Melenk
Christoph Schwab
|
+
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Tensor Rank bounds for Point Singularities in $\mathbb{R}^3$
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2019
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Carlo Marcati
Maxim Rakhuba
Christoph Schwab
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+
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Multilevel approximation of Gaussian random fields: Fast simulation
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2019
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Lukas Herrmann
Kristin Kirchner
Christoph Schwab
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+
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Analysis of a multilevel Markov chain Monte Carlo finite element method for Bayesian inversion of log-normal diffusions
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2019
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Vi锚t H谩 Ho谩ng
Jia Hao Quek
Christoph Schwab
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+
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Multilevel approximation of parametric and stochastic PDES
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2019
|
Jakob Zech
膼inh D农ng
Christoph Schwab
|
+
PDF
Chat
|
Improved Efficiency of a Multi-Index FEM for Computational Uncertainty Quantification
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2019
|
Josef Dick
Michael Feischl
Christoph Schwab
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+
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Tensor Rank bounds for Point Singularities in R 3 .
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2019
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Carlo Marcati
Maxim Rakhuba
Christoph Schwab
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+
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Tensor Rank bounds for Point Singularities in $\mathbb{R}^3$
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2019
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Carlo Marcati
Maxim Rakhuba
Christoph Schwab
|
+
PDF
Chat
|
Tensor FEM for Spectral Fractional Diffusion
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2018
|
Lehel Banjai
Jens Markus Melenk
Ricardo H. Nochetto
Enrique Ot谩rola
Abner J. Salgado
Christoph Schwab
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+
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Higher order Quasi-Monte Carlo integration for Bayesian PDE Inversion
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2018
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Josef Dick
Robert N. Gantner
Qu么c Th么ng L锚 Gia
Christoph Schwab
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+
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DNN Expression Rate Analysis of High-dimensional PDEs: Application to Option Pricing
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2018
|
Dennis Elbr盲chter
Philipp Grohs
Arnulf Jentzen
Christoph Schwab
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+
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QMC integration for lognormal-parametric, elliptic PDEs: local supports and product weights
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2018
|
Lukas Herrmann
Christoph Schwab
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+
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Improved Efficiency of a Multi-Index FEM for Computational Uncertainty Quantification
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2018
|
Josef Dick
Michael Feischl
Christoph Schwab
|
+
PDF
Chat
|
Adaptive anisotropic Petrov鈥揋alerkin methods for first order transport equations
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2018
|
Wolfgang Dahmen
Gitta Kutyniok
Wang鈥怮 Lim
Christoph Schwab
Gerrit Welper
|
+
PDF
Chat
|
Shape Holomorphy of the Stationary Navier--Stokes Equations
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2018
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Albert Cohen
Christoph Schwab
Jakob Zech
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+
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Quasi--Monte Carlo Integration for Affine-Parametric, Elliptic PDEs: Local Supports and Product Weights
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2018
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Robert N. Gantner
Lukas Herrmann
Christoph Schwab
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Multilevel QMC with Product Weights for Affine-Parametric, Elliptic PDEs
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2018
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Robert N. Gantner
Lukas Herrmann
Christoph Schwab
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+
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QMC Algorithms with Product Weights for Lognormal-Parametric, Elliptic PDEs
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2018
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Lukas Herrmann
Christoph Schwab
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+
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Improved Efficiency of a Multi-Index FEM for Computational Uncertainty Quantification
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2018
|
Josef Dick
Michael Feischl
Christoph Schwab
|
+
PDF
Chat
|
Correction to: Multilevel Monte Carlo front-tracking for random scalar conservation laws
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2017
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Nils Henrik Risebro
Christoph Schwab
Franziska Weber
|
+
PDF
Chat
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Quantized tensor-structured finite elements for second-order elliptic PDEs in two dimensions
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2017
|
Vladimir Kazeev
Christoph Schwab
|
+
PDF
Chat
|
Numerical analysis of lognormal diffusions on the sphere
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2017
|
Lukas Herrmann
Annika Lang
Christoph Schwab
|
+
PDF
Chat
|
Multilevel higher-order quasi-Monte Carlo Bayesian estimation
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2017
|
Josef Dick
Robert N. Gantner
Qu么c Th么ng L锚 Gia
Christoph Schwab
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+
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Multi-level Compressed Sensing Petrov-Galerkin discretization of high-dimensional parametric PDEs
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2017
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Jean-Luc Bouchot
Holger Rauhut
Christoph Schwab
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+
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Fractional Space-Time Variational Formulations of (Navier--) Stokes Equations
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2017
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Christoph Schwab
Rob Stevenson
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+
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MLQMC with product weights for elliptic PDEs with lognormal coefficients parametrized in multiresolution representations
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2017
|
Lukas Herrmann
Christoph Schwab
|
+
PDF
Chat
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Fully Discrete Approximation of Parametric and Stochastic Elliptic PDEs
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2017
|
Markus Bachmayr
Albert Cohen
膼inh D农ng
Christoph Schwab
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+
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Multilevel higher order Quasi-Monte Carlo Bayesian Estimation
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2016
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Josef Dick
Robert N. Gantner
Qu么c Th么ng L锚 Gia
Christoph Schwab
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+
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QTT-finite-element approximation for multiscale problems I: model problems in one dimension
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2016
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Vladimir Kazeev
Ivan Oseledets
Maxim Rakhuba
Christoph Schwab
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+
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Multilevel Quasi-Monte Carlo methods for lognormal diffusion problems
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2016
|
Frances Y. Kuo
Robert Scheichl
Christoph Schwab
Ian H. Sloan
Elisabeth Ullmann
|
+
PDF
Chat
|
Scaling limits in computational Bayesian inversion
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2016
|
Claudia Schillings
Christoph Schwab
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+
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Numerical analysis of lognormal diffusions on the sphere
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2016
|
Lukas Herrmann
Annika Lang
Christoph Schwab
|
+
PDF
Chat
|
Computational Higher Order Quasi-Monte Carlo Integration
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2016
|
Robert N. Gantner
Christoph Schwab
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+
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Multilevel Monte Carlo Simulation of Statistical Solutions to the Navier鈥揝tokes Equations
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2016
|
Andrea Barth
Christoph Schwab
Jonas 艩ukys
|
+
PDF
Chat
|
Multilevel Higher Order QMC Petrov--Galerkin Discretization for Affine Parametric Operator Equations
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2016
|
Josef Dick
Frances Y. Kuo
Qu么c Th么ng L锚 Gia
Christoph Schwab
|
+
PDF
Chat
|
Higher Order Quasi--Monte Carlo Integration for Holomorphic, Parametric Operator Equations
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2016
|
Josef Dick
Qu么c Th么ng L锚 Gia
Christoph Schwab
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+
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Higher order Quasi-Monte Carlo integration for Bayesian Estimation
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2016
|
Josef Dick
Robert N. Gantner
Qu么c Th么ng L锚 Gia
Christoph Schwab
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+
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Binned Multilevel Monte Carlo for Bayesian Inverse Problems with Large Data
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2016
|
Robert N. Gantner
Claudia Schillings
Christoph Schwab
|
+
|
Adaptive anisotropic Petrov-Galerkin methods for first order transport equations
|
2016
|
Wolfgang Dahmen
Gitta Kutyniok
Wang鈥怮 Lim
Christoph Schwab
Gerrit Welper
|
+
|
Multilevel higher order Quasi-Monte Carlo Bayesian Estimation
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2016
|
Josef Dick
Robert N. Gantner
Qu么c Th么ng L锚 Gia
Christoph Schwab
|
+
|
Numerical analysis of lognormal diffusions on the sphere
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2016
|
Lukas Herrmann
Annika Lang
Christoph Schwab
|
+
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Isotropic Gaussian random fields on the sphere: Regularity, fast simulation and stochastic partial differential equations
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2015
|
Annika Lang
Christoph Schwab
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+
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Approximation of Singularities by Quantized鈥怲ensor FEM
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2015
|
Vladimir Kazeev
Christoph Schwab
|
+
PDF
Chat
|
Compressive sensing Petrov-Galerkin approximation of high-dimensional parametric operator equations
|
2015
|
Holger Rauhut
Christoph Schwab
|
+
PDF
Chat
|
Intrinsic fault tolerance of multilevel Monte Carlo methods
|
2015
|
Stefan Pauli
Peter Arbenz
Christoph Schwab
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+
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Multilevel Quasi-Monte Carlo Methods for Lognormal Diffusion Problems
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2015
|
Frances Y. Kuo
Robert Scheichl
Christoph Schwab
Ian H. Sloan
Elisabeth Ullmann
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+
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Multilevel Quasi-Monte Carlo Methods for Lognormal Diffusion Problems
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2015
|
Frances Y. Kuo
Robert Scheichl
Christoph Schwab
Ian H. Sloan
Elisabeth Ullmann
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+
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Compressed sensing Petrov-Galerkin approximations for parametric PDEs
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2015
|
Jean-Luc Bouchot
Benjamin Bykowski
Holger Rauhut
Christoph Schwab
|
+
PDF
Chat
|
$hp$-dGFEM for second-order mixed elliptic problems in polyhedra
|
2015
|
Dominik Sch枚tzau
Christoph Schwab
Thomas P. Wihler
|
+
|
Exponential convergence for hp-version and spectral finite element methods for elliptic problems in polyhedra
|
2015
|
Dominik Sch枚tzau
Christoph Schwab
|
+
PDF
Chat
|
Multilevel Monte Carlo front-tracking for random scalar conservation laws
|
2015
|
Nils Henrik Risebro
Christoph Schwab
Franziska Weber
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+
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Quadrature algorithms for high dimensional singular integrands on simplices
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2015
|
Alexey Chernov
Tobias von Petersdorff
Christoph Schwab
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+
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Multi-level Quasi-Monte Carlo Finite Element Methods for a Class of Elliptic PDEs with Random Coefficients
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2015
|
Frances Y. Kuo
Christoph Schwab
Ian H. Sloan
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+
PDF
Chat
|
Tensor Approximation of Stationary Distributions of Chemical Reaction Networks
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2015
|
Vladimir Kazeev
Christoph Schwab
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+
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Compressive Space-Time Galerkin Discretizations of Parabolic Partial Differential Equations
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2015
|
Stig Larsson
Christoph Schwab
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+
PDF
Chat
|
Higher Order Quasi Monte-Carlo Integration in Uncertainty Quantification
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2015
|
Josef Dick
Qu么c Th么ng L锚 Gia
Christoph Schwab
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+
PDF
Chat
|
Fast QMC Matrix-Vector Multiplication
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2015
|
Josef Dick
Frances Y. Kuo
Qu么c Th么ng L锚 Gia
Christoph Schwab
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+
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Quantized Tensor FEM for Elliptic Boundary Value Problems
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2015
|
Christoph Schwab
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+
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Multilevel Quasi-Monte Carlo Methods for Lognormal Diffusion Problems
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2015
|
Frances Y. Kuo
Robert Scheichl
Christoph Schwab
Ian H. Sloan
Elisabeth Ullmann
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+
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Fast QMC matrix-vector multiplication
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2015
|
Josef Dick
Frances Y. Kuo
Qu么c Th么ng L锚 Gia
Christoph Schwab
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+
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Exponential Convergence for hp-Version and Spectral Finite Element Methods for Elliptic Problems in Polyhedra
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2014
|
Dominik Sch枚tzau
Christoph Schwab
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+
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Compressive sensing Petrov-Galerkin approximation of high-dimensional parametric operator equations
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2014
|
Holger Rauhut
Christoph Schwab
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+
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Compressive sensing Petrov-Galerkin approximation of high-dimensional parametric operator equations
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2014
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Holger Rauhut
Christoph Schwab
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+
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Scaling Limits in Computational Bayesian Inversion
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2014
|
Claudia Schillings
Christoph Schwab
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+
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Higher order Quasi-Monte Carlo integration for holomorphic, parametric operator equations
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2014
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Josef Dick
Qu么c Th么ng L锚 Gia
Christoph Schwab
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+
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Higher order Quasi Monte Carlo integration for holomorphic, parametric operator equations
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2014
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Josef Dick
Quoc T. LeGia
Christoph Schwab
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+
PDF
Chat
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Direct Solution of the Chemical Master Equation Using Quantized Tensor Trains
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2014
|
Vladimir Kazeev
Mustafa Khammash
Michael Nip
Christoph Schwab
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+
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Exponential convergence of simplicial hp-FEM for H^1-functions with isotropic singularities
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2014
|
Christoph Schwab
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+
PDF
Chat
|
Efficient Resolution of Anisotropic Structures
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2014
|
Wolfgang Dahmen
Chunyan Huang
Gitta Kutyniok
Wang鈥怮 Lim
Christoph Schwab
Gerrit Welper
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+
PDF
Chat
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Multilevel Monte Carlo Finite Element Methods for Stochastic Elliptic Variational Inequalities
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2014
|
Ralf Kornhuber
Christoph Schwab
Maren-Wanda Wolf
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+
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Higher order QMC Petrov-Galerkin discretization for affine parametric operator equations with random field inputs
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2014
|
Josef Dick
Frances Y. Kuo
Qu么c Th么ng L锚 Gia
Dirk Nuyens
Christoph Schwab
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+
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Multilevel Monte-Carlo front-tracking for random scalar conservation laws
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2014
|
Nils Henrik Risebro
Christoph Schwab
Franziska Weber
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+
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Multi-level higher order QMC Galerkin discretization for affine parametric operator equations
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2014
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Josef Dick
Frances Y. Kuo
Qu么c Th么ng L锚 Gia
Christoph Schwab
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+
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Multilevel Monte Carlo Simulation of Statistical Solutions to the Navier-Stokes Equations.
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2014
|
Andrea Barth
Christoph Schwab
Jonas 艩ukys
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+
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Sparse grid, reduced basis approximation for bayesian inverse problems
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2014
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Peng Chen
Christoph Schwab
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+
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Multilevel Monte-Carlo Methods for hyperbolic PDEs with random input data
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2014
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Christoph Schwab
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+
PDF
Chat
|
Higher Order QMC Petrov--Galerkin Discretization for Affine Parametric Operator Equations with Random Field Inputs
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2014
|
Josef Dick
Frances Y. Kuo
Qu么c Th么ng L锚 Gia
Dirk Nuyens
Christoph Schwab
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+
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Efficient Resolution of Anisotropic Structures
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2014
|
Wolfgang Dahmen
Chunyan Huang
Gitta Kutyniok
Wang鈥怮 Lim
Christoph Schwab
Gerrit Welper
|
+
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Compressive sensing Petrov-Galerkin approximation of high-dimensional parametric operator equations
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2014
|
Holger Rauhut
Christoph Schwab
|
+
|
Higher Order Quasi Monte-Carlo Integration in Uncertainty Quantification
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2014
|
Josef Dick
Qu么c Th么ng L锚 Gia
Christoph Schwab
|
+
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Higher order Quasi-Monte Carlo integration for holomorphic, parametric operator equations
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2014
|
Josef Dick
Qu么c Th么ng L锚 Gia
Christoph Schwab
|
+
PDF
Chat
|
Approximation by harmonic polynomials in star-shaped domains and exponential convergence of Trefftz<i>hp</i>-dGFEM
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2013
|
Ralf Hiptmair
Andrea Moiola
Ilaria Perugia
Christoph Schwab
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+
PDF
Chat
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Space-time variational saddle point formulations of Stokes and Navier鈥揝tokes equations
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2013
|
Rafaela Guberovi膰
Christoph Schwab
Rob Stevenson
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+
PDF
Chat
|
Exponential Convergence of the hp Version of Isogeometric Analysis in 1D
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2013
|
Annalisa Buffa
Giancarlo Sangalli
Christoph Schwab
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+
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Sparse Quadrature Approach to Bayesian Inverse Problems
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2013
|
Christoph Schwab
Claudia Schillings
|
+
PDF
Chat
|
Complexity analysis of accelerated MCMC methods for Bayesian inversion
|
2013
|
Vi锚t H脿 H貌ang
Christoph Schwab
Andrew M. Stuart
|
+
PDF
Chat
|
N-TERM WIENER CHAOS APPROXIMATION RATES FOR ELLIPTIC PDEs WITH LOGNORMAL GAUSSIAN RANDOM INPUTS
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2013
|
Vi锚t H谩 Ho谩ng
Christoph Schwab
|
+
PDF
Chat
|
Covariance structure of parabolic stochastic partial differential equations
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2013
|
Annika Lang
Stig Larsson
Christoph Schwab
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+
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Sparse, adaptive Smolyak quadratures for Bayesian inverse problems
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2013
|
Claudia Schillings
Christoph Schwab
|
+
PDF
Chat
|
Adaptive Galerkin approximation algorithms for Kolmogorov equations in infinite dimensions
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2013
|
Christoph Schwab
Endre S眉li
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+
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Low-rank tensor structure of linear diffusion operators in the TT and QTT formats
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2013
|
Vladimir Kazeev
Oleg Reichmann
Christoph Schwab
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+
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Multidimensional Diffusion Models
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2013
|
Norbert Hilber
Oleg Reichmann
Christoph Schwab
Christoph Winter
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+
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Stochastic Volatility Models with Jumps
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2013
|
Norbert Hilber
Oleg Reichmann
Christoph Schwab
Christoph Winter
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+
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A note on sparse, adaptive Smolyak quadratures for Bayesian inverse problems
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2013
|
Claudia Schillings
Christoph Schwab
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+
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Breaking the curse of dimensionality in sparse polynomial approximation of parametric PDEs
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2013
|
Albert Cohen
Abdellah Chkifa
Christoph Schwab
|
+
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Intrinsic fault tolerance of multi level Monte Carlo methods
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2013
|
Stefan Pauli
Peter Arbenz
Christoph Schwab
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+
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Quasi Monte-Carlo Integration for Parametric and Stochastic Operator Equations
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2013
|
Christoph Schwab
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+
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Quasi-Monte Carlo finite element methods for elliptic PDEs with log-normal random coefficient
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2013
|
Ivan G. Graham
Frances Y. Kuo
James Nichols
Robert Scheichl
Christoph Schwab
Ian H. Sloan
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+
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Elements of Numerical Methods for PDEs
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2013
|
Norbert Hilber
Oleg Reichmann
Christoph Schwab
Christoph Winter
|
+
PDF
Chat
|
Analytic regularity and nonlinear approximation of a class of parametric semilinear elliptic PDEs
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2012
|
Markus Hansen
Christoph Schwab
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+
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Exponential convergence of the hp version of isogeometric analysis in 1D
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2012
|
Annalisa Buffa
Giancarlo Sangalli
Christoph Schwab
|
+
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HIGH-ORDER GALERKIN APPROXIMATIONS FOR PARAMETRIC SECOND-ORDER ELLIPTIC PARTIAL DIFFERENTIAL EQUATIONS
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2012
|
Victor Nistor
Christoph Schwab
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+
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Approximation by harmonic polynomials in star-shaped domains and exponential convergence of Trefftz hp-DGFEM
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2012
|
Ralf Hiptmair
Andrea Moiola
Ilaria Perugia
Christoph Schwab
|
+
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Multi-level quasi-Monte Carlo finite element methods for a class of elliptic partial differential equations with random coefficients
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2012
|
Frances Y. Kuo
Christoph Schwab
Ian H. Sloan
|
+
|
Complexity Analysis of Accelerated MCMC Methods for Bayesian Inversion
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2012
|
Vi锚t H脿 H貌ang
Christoph Schwab
Andrew M. Stuart
|
+
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Sparse MCMC gpc Finite Element Methods for Bayesian Inverse Problems
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2012
|
Vi锚t H谩 Ho谩ng
Christoph Schwab
Andrew M. Stuart
|
+
PDF
Chat
|
Exponential Convergence of Gauss--Jacobi Quadratures for Singular Integrals over Simplices in Arbitrary Dimension
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2012
|
Alexey Chernov
Christoph Schwab
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+
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hp-dGFEM for Second-Order Mixed Elliptic Problems in Polyhedra: I: Stability on Geometric Meshes
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2012
|
Dominik Sch枚tzau
Christoph Schwab
Thomas P. Wihler
|
+
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hp-DG-QTT solution of high-dimensional degenerate diffusion equations
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2012
|
Vladimir Kazeev
Oleg Reichmann
Christoph Schwab
|
+
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Sparse MCMC gpc finite element methods for Bayesian inverse problems
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2012
|
Vi锚t H脿 H貌ang
Christoph Schwab
Andrew M. Stuart
|
+
|
Sparse, adaptive Smolyak algorithms for Bayesian inverse problems
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2012
|
Claudia Schillings
Christoph Schwab
|
+
PDF
Chat
|
Quasi-Monte Carlo Finite Element Methods for a Class of Elliptic Partial Differential Equations with Random Coefficients
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2012
|
Frances Y. Kuo
Christoph Schwab
Ian H. Sloan
|
+
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Approximation by harmonic polynomials in star-shaped domains and exponential convergence of Trefftz hp-DGFEM
|
2012
|
Ralf Hiptmair
Andrea Moiola
Ilaria Perugia
Christoph Schwab
|
+
|
Quasi-Monte Carlo methods for high dimensional integration - the standard (weighted Hilbert space) setting and beyond
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2012
|
Frances Y. Kuo
Christoph Schwab
Ian H. Sloan
|
+
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High order Galerkin appoximations for parametric second order elliptic partial differential equations
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2012
|
Victor Nistor
Christoph Schwab
|
+
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Exponential convergence of hp-DGFEM for elliptic problems in polyhedral domains
|
2012
|
Dominik Sch枚tzau
Christoph Schwab
Thomas P. Wihler
Marcel Wirz
|
+
|
Complexity Analysis of Accelerated MCMC Methods for Bayesian Inversion
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2012
|
Vi锚t H谩 Ho谩ng
Christoph Schwab
Andrew M. Stuart
|
+
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Multi-level quasi-Monte Carlo finite element methods for a class of elliptic partial differential equations with random coefficients
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2012
|
Frances Y. Kuo
Christoph Schwab
Ian H. Sloan
|
+
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<i>hp</i>鈥怓EM for second moments of elliptic PDEs with stochastic data. I. Analytic regularity
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2011
|
Bastian Pentenrieder
Christoph Schwab
|
+
PDF
Chat
|
hp-DGFEM FOR KOLMOGOROV鈥揊OKKER鈥揚LANCK EQUATIONS OF MULTIVARIATE L脡VY PROCESSES
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2011
|
Daniele Marazzina
Oleg Reichmann
Christoph Schwab
|
+
PDF
Chat
|
Multi-level Monte Carlo Finite Element method for elliptic PDEs with stochastic coefficients
|
2011
|
Andrea Barth
Christoph Schwab
Nathaniel Zollinger
|
+
PDF
Chat
|
Tensor-Structured Galerkin Approximation of Parametric and Stochastic Elliptic PDEs
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2011
|
Boris N. Khoromskij
Christoph Schwab
|
+
PDF
Chat
|
Sparse Discrete Ordinates Method in Radiative Transfer
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2011
|
Konstantin Grella
Christoph Schwab
|
+
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Sparse deterministic approximation of Bayesian inverse problems
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2011
|
Christoph Schwab
Andrew M. Stuart
|
+
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Analytic regularity and GPC approximation for control problems constrained by linear parametric elliptic and parabolic PDEs
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2011
|
Angela Kunoth
Christoph Schwab
|
+
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Space-time variational saddle point formulations of Stokes and Navier-Stokes equations
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2011
|
Rafaela Guberovi膰
Christoph Schwab
Rob Stevenson
|
+
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Analytic regularity and polynomial approximation of stochastic, parametric elliptic multiscale PDEs
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2011
|
Christoph Schwab
Vi锚t H谩 Ho谩ng
|
+
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Static load balancing for multi-level Monte Carlo finite volume solvers
|
2011
|
Jonas 艩ukys
Siddhartha Mishra
Christoph Schwab
|
+
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Analytic regularity and nonlinear approximation of a class of parametric semilinear elliptic PDEs
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2011
|
Markus Hansen
Christoph Schwab
|
+
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Sparse discrete ordinates method in radiative transfer
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2011
|
Konstantin Grella
Christoph Schwab
|
+
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Multi-level quasi-Monte Carlo finite element methods for a class of elliptic partial differential equations with random coefficients
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2011
|
Frances Y. Kuo
Christoph Schwab
Ian H. Sloan
|
+
PDF
Chat
|
ANALYTIC REGULARITY AND POLYNOMIAL APPROXIMATION OF PARAMETRIC AND STOCHASTIC ELLIPTIC PDE'S
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2011
|
Albert Cohen
Ronald DeVore
Christoph Schwab
|
+
PDF
Chat
|
Exponential convergence of<i>hp</i>quadrature for integral operators with Gevrey kernels
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2010
|
Alexey Chernov
Tobias von Petersdorff
Christoph Schwab
|
+
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Analytic regularity and polynomial approximation of parametric and stochastic elliptic PDEs
|
2010
|
Albert Cohen
Ronald DeVore
Christoph Schwab
|
+
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hp-FEM for second moments of elliptic PDEs with stochastic data
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2010
|
Bastian Pentenrieder
Christoph Schwab
|
+
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Elliptic Boundary Integral Equations
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2010
|
Stefan Sauter
Christoph Schwab
|
+
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Solution of Linear Systems of Equations
|
2010
|
Stefan Sauter
Christoph Schwab
|
+
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Sparse tensor spherical harmonics approximation in radiative transfer
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2010
|
Konstantin Grella
Christoph Schwab
|
+
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Fast evaluation of nonlinear functionals of tensor product wavelet expansions
|
2010
|
Christoph Schwab
Rob Stevenson
|
+
|
Tensor-structured Galerkin approximation of parametric and stochastic elliptic PDEs
|
2010
|
Boris N. Khoromskij
Christoph Schwab
|
+
|
hp-FEM for second moments of elliptic PDEs with stochastic data: part 1: analytic regularity
|
2010
|
Bastian Pentenrieder
Christoph Schwab
|
+
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Introduction
|
2010
|
Stefan Sauter
Christoph Schwab
|
+
PDF
Chat
|
Space-time adaptive wavelet methods for parabolic evolution problems
|
2009
|
Christoph Schwab
Rob Stevenson
|
+
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Exponential convergence of hp quadrature for integral operators with Gevrey kernels
|
2009
|
Alexey Chernov
Tobias von Petersdorff
Christoph Schwab
|
+
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Sparse p-version BEM for first kind boundary integral equations with random loading
|
2008
|
Alexey Chernov
Christoph Schwab
|
+
PDF
Chat
|
Adaptive wavelet algorithms for elliptic PDE's on product domains
|
2007
|
Christoph Schwab
Rob Stevenson
|
+
PDF
Chat
|
Convergence rates for sparse chaos approximations of elliptic problems with stochastic coefficients
|
2006
|
Radu Alexandru Todor
Christoph Schwab
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+
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Anisotropic Stable Levy Copula Processes - Analysis and Numerical Pricing Methods
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2006
|
Walter Farkas
Nils Reich
Christoph Schwab
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+
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Analytic regularity of Stokes flow on polygonal domains in countably weighted Sobolev spaces
|
2005
|
Benqi Guo
Christoph Schwab
|
+
PDF
Chat
|
Fast Numerical Methods for Non-local Operators
|
2005
|
Wolfgang Hackbusch
Stefan Sauter
Christoph Schwab
|
+
PDF
Chat
|
EXISTENCE OF GLOBAL WEAK SOLUTIONS FOR SOME POLYMERIC FLOW MODELS
|
2005
|
John W. Barrett
Christoph Schwab
Endre S眉li
|
+
PDF
Chat
|
EXPONENTIAL CONVERGENCE OF hp-FEM FOR MAXWELL EQUATIONS WITH WEIGHTED REGULARIZATION IN POLYGONAL DOMAINS
|
2005
|
Martin Costabel
Monique Dauge
Christoph Schwab
|
+
PDF
Chat
|
Fast Numerical Solution of Parabolic Integrodifferential Equations with Applications in Finance
|
2005
|
Ana-Maria Matache
Christoph Schwab
Thomas P. Wihler
|
+
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Elliptische Differentialgleichungen
|
2004
|
Stefan Sauter
Christoph Schwab
|
+
|
High dimensional finite elements for elliptic problems with multiple scales and stochastic data
|
2003
|
Christoph Schwab
|
+
PDF
Chat
|
<i>hp</i>-FEM for three-dimensional elastic plates
|
2002
|
Monique Dauge
Christoph Schwab
|
+
|
Coupled Problems for Viscous Incompressible Flow in Exterior Domains
|
2002
|
Miloslav Feistauer
Christoph Schwab
|
+
PDF
Chat
|
Local Discontinuous Galerkin Methods for the Stokes System
|
2002
|
Bernardo Cockburn
Guido Kanschat
Dominik Sch枚tzau
Christoph Schwab
|
+
|
Coupled Problems for Viscous Incompressible Flow in Exterior Domains
|
2002
|
Miloslav Feistauer
Christoph Schwab
|
+
PDF
Chat
|
hp-discontinuous Galerkin time-stepping for parabolic problems
|
2001
|
Dominik Sch枚tzau
Christoph Schwab
|
+
PDF
Chat
|
Optimal a priori error estimates for the $hp$-version of the local discontinuous Galerkin method for convection--diffusion problems
|
2001
|
Paul Castillo
Bernardo Cockburn
Dominik Sch枚tzau
Christoph Schwab
|
+
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Mixed -finite element approximations on geometric boundary layer meshes in
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2001
|
Andrea Toselli
Christoph Schwab
|
+
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Mixed hp-finite element approximations on geometric edge and boundary layer meshes in three dimensions
|
2001
|
Andrea Toselli
Christoph Schwab
|
+
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An hp a priori error analysis of露the DG time-stepping method for initial value problems
|
2000
|
Dominik Sch枚tzau
Christoph Schwab
|
+
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Discontinuous hp-finite element methods for advection-diffusion problems
|
2000
|
Paul Houston
Christoph Schwab
Endre S眉li
|
+
|
Approximation on Simplices with Respect to Weighted Sobolev Norms
|
2000
|
Dietrich Braess
Christoph Schwab
|
+
PDF
Chat
|
Stabilized<i>hp</i>-Finite Element Methods for First-Order Hyperbolic Problems
|
2000
|
Paul Houston
Christoph Schwab
Endre S眉li
|
+
PDF
Chat
|
Time Discretization of Parabolic Problems by the HP-Version of the Discontinuous Galerkin Finite Element Method
|
2000
|
Dominik Sch枚tzau
Christoph Schwab
|
+
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Discontinuous Galerkin time stepping methods for parabolic problems
|
2000
|
K. Gerdes
Dominik Sch枚tzau
Christoph Schwab
T. Werder
|
+
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Approximation on simplices with respect to weighted Sobolev norms
|
1999
|
Dietrich Braess
Christoph Schwab
|
+
|
Time discretization of parabolic problems by the hp-version of the discontinuous Galerkin finite element method
|
1999
|
Dominik Sch枚tzau
Christoph Schwab
|
+
PDF
Chat
|
MIXED hp-FEM ON ANISOTROPIC MESHES
|
1998
|
Dominik Sch枚tzau
Christoph Schwab
|
+
|
HIERARCHIC MODELS OF HELMHOLTZ PROBLEMS ON THIN DOMAINS
|
1998
|
K. Gerdes
Christoph Schwab
|
+
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The hp streamline diffusion finite element method for convection dominated problems in one space dimension
|
1998
|
Jens Markus Melenk
Christoph Schwab
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+
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A spectral Garlekin method for hydrodynamic stability problems
|
1998
|
N. P. Hancke
Jens Markus Melenk
Christoph Schwab
|
+
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Multiwavelets for Second-Kind Integral Equations
|
1997
|
Tobias von Petersdorff
Christoph Schwab
Reinhold Schneider
|
+
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hp FEM for reaction-diffusion equations
|
1997
|
Jens Markus Melenk
Christoph Schwab
|
+
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Wavelet Galerkin algorithms for boundary integral equations
|
1997
|
Christian Lage
Christoph Schwab
|
+
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Analysis of membrane locking in hp FEM for a cylindrical shell
|
1997
|
K. Gerdes
Ana-Maria Matache
Christoph Schwab
|
+
PDF
Chat
|
The $p$ and $hp$ versions of the finite element method for problems with boundary layers
|
1996
|
Christoph Schwab
Manil Suri
|
+
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The hp finite element method for problems in mechanics with boundary layers
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1996
|
Christoph Schwab
Manil Suri
Christos Xenophontos
|
+
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On coupled problems for viscous flow in exterior domains
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1996
|
Miloslav Feistauer
Christoph Schwab
|
+
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Numerical Treatment of Differential and Integral Equations by the P and H-P Versions of the Finite Element Method
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1992
|
Manil Suri
Christoph Schwab
|
+
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A Note On Variable Knot, Variable Order Composite Quadrature For Integrands With Power Singularities
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1992
|
Christoph Schwab
|