Leon Herrmann

12 papers Misc 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Memory Efficient Adjoint Method to Enable Billion Parameter Optimization on a Single GPU in Dynamic Problems.
CoRR
Leon Herrmann, Tim Bürchner, László Kudela, Stefan Kollmannsberger
2024 J jnl
Accelerating Full Waveform Inversion By Transfer Learning.
CoRR
Divya Shyam Singh, Leon Herrmann, Qing Sun, Tim Bürchner, Felix Dietrich, Stefan Kollmannsberger
2024 J jnl
Generative adversarial networks enable outlier detection and property monitoring for additive manufacturing of complex structures.
Eng. Appl. Artif. Intell.
Alexander Henkes, Leon Herrmann, Henning Wessels, Stefan Kollmannsberger
2024 J jnl
Neural Networks for Generating Better Local Optima in Topology Optimization.
CoRR
Leon Herrmann, Ole Sigmund, Viola Muning Li, Christian Vogl, Stefan Kollmannsberger
2023 J jnl
Deep Learning in Deterministic Computational Mechanics.
CoRR
Leon Herrmann, Stefan Kollmannsberger
2023 J jnl
From ductile damage to unilateral contact via point-wise implicit discontinuity at the infinitesimal element level.
CoRR
Alireza Daneshyar, Leon Herrmann, Stefan Kollmannsberger
2023 J jnl
On the Use of Neural Networks for Full Waveform Inversion.
CoRR
Leon Herrmann, Tim Bürchner, Felix Dietrich, Stefan Kollmannsberger
2023 J jnl
The Discontinuous Strain Method: accurately representing fatigue and failure.
CoRR
Leon Herrmann, Alireza Daneshyar, Stefan Kollmannsberger
2023 — conf
Transfer Learning Enhanced Full Waveform Inversion.
AIM
Stefan Kollmannsberger, Divya Singh, Leon Herrmann
2023 J jnl
Transfer Learning Enhanced Full Waveform Inversion.
CoRR
Stefan Kollmannsberger, Divya Singh, Leon Herrmann
2022 Misc conf
GPU-Accelerated Simulation Ensembles of Stochastic Reaction Networks.
WSC
Till Köster, Leon Herrmann, Philipp Andelfinger, Adelinde M. Uhrmacher
2021 — book
Deep Learning in Computational Mechanics - An Introductory Course
Stefan Kollmannsberger, Davide D'Angella, Moritz Jokeit, Leon Herrmann