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M. Eigel

19 papers hereh-index 17870 citations88 works total

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

author position
  • first author12
  • middle author3
  • last author4

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • math.NA13
  • cs.LG2
  • math.OC2
  • q-fin.CP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162024
most citedVariational Monte Carlo - Bridging Concepts of Machine Learning and High Dimensional Partial Differential Equations

17 citations · 33 across the 17 of their papers we have counts for

collaborators
Showing 2023 · math.NAShow all

2 papers · 2 filters

math.NA2023★ 1 cited

Weighted sparsity and sparse tensor networks for least squares approximation

Philipp Trunschke, Anthony Nouy, Martin Eigel

Approximation of high-dimensional functions is a problem in many scientific fields that is only feasible if advantageous structural properties, such as sparsity in a given basis, c…

math.NA2023★ 1 cited

On the convergence of adaptive Galerkin FEM for parametric PDEs with lognormal coefficients

Martin Eigel, Nando Hegemann

Numerically solving high-dimensional random parametric PDEs poses a challenging computational problem. It is well-known that numerical methods can greatly benefit from adaptive ref…

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