Pages that link to "Item:Q488014"
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The following pages link to Breaking the curse of dimensionality in sparse polynomial approximation of parametric PDEs (Q488014):
Displaying 36 items.
- Multivariate Approximation in Downward Closed Polynomial Spaces (Q4611802) (← links)
- Deep learning in high dimension: Neural network expression rates for generalized polynomial chaos expansions in UQ (Q4615657) (← links)
- Sampling-free Bayesian inversion with adaptive hierarchical tensor representations (Q4634763) (← links)
- Uniform Regularity for Linear Kinetic Equations with Random Input Based on Hypocoercivity (Q4636357) (← links)
- Reduced Basis Methods for Uncertainty Quantification (Q4636408) (← links)
- Convergence of Sparse Collocation for Functions of Countably Many Gaussian Random Variables (with Application to Elliptic PDEs) (Q4637512) (← links)
- Domain Uncertainty Quantification in Computational Electromagnetics (Q4960993) (← links)
- Sparse quadrature for high-dimensional integration with Gaussian measure (Q4961188) (← links)
- A deterministic approximation method in shape optimization under random uncertainties (Q4967328) (← links)
- Multilevel approximation of parametric and stochastic PDES (Q4973298) (← links)
- (Q4998939) (← links)
- PDE-Constrained Optimal Control Problems with Uncertain Parameters using SAGA (Q5010087) (← links)
- Higher-Order Quasi-Monte Carlo Training of Deep Neural Networks (Q5015302) (← links)
- Multilevel weighted least squares polynomial approximation (Q5110276) (← links)
- APPROXIMATING SMOOTH, MULTIVARIATE FUNCTIONS ON IRREGULAR DOMAINS (Q5112008) (← links)
- Multilevel Quasi-Monte Carlo Uncertainty Quantification for Advection-Diffusion-Reaction (Q5117920) (← links)
- Convergence rates of high dimensional Smolyak quadrature (Q5118611) (← links)
- Risk-averse optimal control of semilinear elliptic PDEs (Q5126395) (← links)
- Sparse-grid polynomial interpolation approximation and integration for parametric and stochastic elliptic PDEs with lognormal inputs (Q5154014) (← links)
- A mixed <i>ℓ</i><sub>1</sub> regularization approach for sparse simultaneous approximation of parameterized PDEs (Q5216108) (← links)
- Efficient Adaptive Multilevel Stochastic Galerkin Approximation Using Implicit A Posteriori Error Estimation (Q5230614) (← links)
- Uncertainty Quantification for Spectral Fractional Diffusion: Sparsity Analysis of Parametric Solutions (Q5237180) (← links)
- Discrete least squares polynomial approximation with random evaluations − application to parametric and stochastic elliptic PDEs (Q5254431) (← links)
- Fully Discrete Approximation of Parametric and Stochastic Elliptic PDEs (Q5355556) (← links)
- A Proof that Artificial Neural Networks Overcome the Curse of Dimensionality in the Numerical Approximation of Black–Scholes Partial Differential Equations (Q5889064) (← links)
- Collocation approximation by deep neural ReLU networks for parametric and stochastic PDEs with lognormal inputs (Q6148127) (← links)
- Optimal approximation of infinite-dimensional holomorphic functions (Q6151536) (← links)
- Stochastic Galerkin methods for time-dependent radiative transfer equations with uncertain coefficients (Q6158990) (← links)
- Wavenumber-Explicit Parametric Holomorphy of Helmholtz Solutions in the Context of Uncertainty Quantification (Q6164170) (← links)
- Learning the random variables in Monte Carlo simulations with stochastic gradient descent: Machine learning for parametric PDEs and financial derivative pricing (Q6178392) (← links)
- Neural and spectral operator surrogates: unified construction and expression rate bounds (Q6601288) (← links)
- Parametric shape holomorphy of boundary integral operators with applications (Q6621317) (← links)
- Exploiting locality in sparse polynomial approximation of parametric elliptic PDEs and application to parameterized domains (Q6652068) (← links)
- On the representation and learning of monotone triangular transport maps (Q6659499) (← links)
- Polynomial bounds for the solutions of parametric transmission problems on smooth, bounded domains (Q6667322) (← links)
- Reduced basis method for the elastic scattering by multiple shape-parametric open arcs in two dimensions (Q6667324) (← links)
