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Gerrit Welper

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • last author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.AP1
  • math.NA1

identity via Semantic Scholar / OpenAlex

most citedPerformance bounds for Reduced Order Models with Application to Parametric Transport

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

math.NA2023★ 1 cited

Performance bounds for Reduced Order Models with Application to Parametric Transport

D. Rim, G. Welper

The Kolmogorov n-width is an established benchmark to judge the performance of reduced basis and similar methods that produce linear reduced spaces. Although immensely successful…

cs.LG2023

Approximation Results for Gradient Descent trained Neural Networks

G. Welper

The paper contains approximation guarantees for neural networks that are trained with gradient flow, with error measured in the continuous L2​(Sd−1)-norm on the d-d…

math.AP2016

Diffusion Coefficients Estimation for Elliptic Partial Differential Equations

Andrea Bonito, Albert Cohen, Ronald DeVore +2

This paper considers the Dirichlet problem −div(a∇ua​)=fon D,ua​=0on∂D, for a Lipschitz domain $D\subset \m…

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