Jakob Zech

Orcid: 0000-0003-3163-3735

According to our database1, Jakob Zech authored at least 19 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
On the mean-field limit for Stein variational gradient descent: stability and multilevel approximation.
CoRR, 2024

2023
De Rham compatible Deep Neural Network FEM.
Neural Networks, August, 2023

Deep Learning in High Dimension: Neural Network Expression Rates for Analytic Functions in \(\pmb{L^2(\mathbb{R}^d,\gamma_d)}\).
SIAM/ASA J. Uncertain. Quantification, March, 2023

Metropolis-adjusted interacting particle sampling.
CoRR, 2023

Measure transport via polynomial density surrogates.
CoRR, 2023

Distribution learning via neural differential equations: a nonparametric statistical perspective.
CoRR, 2023

Deep Operator Network Approximation Rates for Lipschitz Operators.
CoRR, 2023

2022
Multilevel Domain Uncertainty Quantification in Computational Electromagnetics.
CoRR, 2022

Neural and gpc operator surrogates: construction and expression rate bounds.
CoRR, 2022

De Rham compatible Deep Neural Networks.
CoRR, 2022

Analyticity and sparsity in uncertainty quantification for PDEs with Gaussian random field inputs.
CoRR, 2022

Multilevel Optimization for Inverse Problems.
Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021
Deep Learning in High Dimension: Neural Network Approximation of Analytic Functions in L<sup>2</sup>(R<sup>d</sup>, γ<sub>d</sub>).
CoRR, 2021

Sparse approximation of triangular transports. Part II: the infinite dimensional case.
CoRR, 2021

2020
Domain Uncertainty Quantification in Computational Electromagnetics.
SIAM/ASA J. Uncertain. Quantification, 2020

Sparse approximation of triangular transports on bounded domains.
CoRR, 2020

2019
Uncertainty Quantification for Spectral Fractional Diffusion: Sparsity Analysis of Parametric Solutions.
SIAM/ASA J. Uncertain. Quantification, 2019

2018
Shape Holomorphy of the Stationary Navier-Stokes Equations.
SIAM J. Math. Anal., 2018

2015
A Posteriori Error Estimation of hp-dG Finite Element Methods for Highly Indefinite Helmholtz Problems.
SIAM J. Numer. Anal., 2015


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