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researcher

W. Stannat

41 papers hereh-index 231.7k citations94 works total

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

author position
  • sole author2
  • first author4
  • middle author4
  • last author31

Across the 41 of 41 papers where every author was matched, so the position is known.

fields
  • math.PR28
  • math.OC6
  • math.AP1
  • math.DS1
  • math.ST1
  • physics.bio-ph1

identity via Semantic Scholar / OpenAlex

activity
20092025
most citedRisk-sensitive Markov control processes

78 citations · 667 across the 41 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

stat.ME2023

Stochastic Reaction-Diffusion Systems in Biophysics: Towards a Toolbox for Quantitative Model Evaluation

Gregor Pasemann, Carsten Beta, Wilhelm Stannat

We develop a statistical toolbox for a quantitative model evaluation of stochastic reaction-diffusion systems modeling space-time evolution of biophysical quantities on the intrace…

math.OC2023

Approximation of Optimal Feedback Controls for Stochastic Reaction-Diffusion Equations

Wilhelm Stannat, Alexander Vogler

In this paper we present a method to approximate optimal feedback controls for stochastic reaction-diffusion equations. We derive two approximation results providing the theoretica…

math.OC2023★ 3 cited

Neural Network Approximation of Optimal Controls for Stochastic Reaction-Diffusion Equations

Wilhelm Stannat, Alexander Vogler, Lukas Wessels

We present a numerical algorithm that allows the approximation of optimal controls for stochastic reaction-diffusion equations with additive noise by first reducing the problem to…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.