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Stefan Kollmannsberger

10 papers hereh-index 4158 citations13 works total

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

author position
  • last author10

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • math.NA4
  • cs.LG3
  • cs.CE2
  • cond-mat.mtrl-sci1
same name
  • Stefan Kollmannsberger — 1 paper, h 5

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedDeep Learning in Deterministic Computational Mechanics

164 citations · 187 across the 9 of their papers we have counts for

collaborators
Showing cs.CEShow all

2 papers · 1 filter

cs.CE2025★ 1 cited

A Memory Efficient Adjoint Method to Enable Billion Parameter Optimization on a Single GPU in Dynamic Problems

Leon Herrmann, Tim Bürchner, László Kudela +1

Dynamic optimization is currently limited by sensitivity computations that require information from full forward and adjoint wave fields. Since the forward and adjoint solutions ar…

cs.CE2023★ 2 cited

The Discontinuous Strain Method: accurately representing fatigue and failure

Leon Herrmann, Alireza Daneshyar, Stefan Kollmannsberger

Fatigue simulation requires accurate modeling of unloading and reloading. However, classical ductile damage models treat deformations after complete failure as irrecoverable -- whi…

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