Leon Herrmann

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Transfer Learning

Outlier Detection

Detecting Outliers

Top Venues

Eng. Appl. Artif. Intell.

Publications

Alexander Henkes, Leon Herrmann, Henning Wessels, Stefan Kollmannsberger
Generative adversarial networks enable outlier detection and property monitoring for additive manufacturing of complex structures. Eng. Appl. Artif. Intell. 136 (2024)
Leon Herrmann, Ole Sigmund, Viola Muning Li, Christian Vogl, Stefan Kollmannsberger
Neural Networks for Generating Better Local Optima in Topology Optimization. CoRR (2024)
Leon Herrmann, Stefan Kollmannsberger
Deep Learning in Deterministic Computational Mechanics. CoRR (2023)
Leon Herrmann, Alireza Daneshyar, Stefan Kollmannsberger
The Discontinuous Strain Method: accurately representing fatigue and failure. CoRR (2023)
Stefan Kollmannsberger, Divya Singh, Leon Herrmann
Transfer Learning Enhanced Full Waveform Inversion. AIM (2023)
Stefan Kollmannsberger, Divya Singh, Leon Herrmann
Transfer Learning Enhanced Full Waveform Inversion. CoRR (2023)
Alireza Daneshyar, Leon Herrmann, Stefan Kollmannsberger
From ductile damage to unilateral contact via point-wise implicit discontinuity at the infinitesimal element level. CoRR (2023)
Leon Herrmann, Tim Bürchner, Felix Dietrich, Stefan Kollmannsberger
On the Use of Neural Networks for Full Waveform Inversion. CoRR (2023)
Till Köster, Leon Herrmann, Philipp Andelfinger, Adelinde M. Uhrmacher
GPU-Accelerated Simulation Ensembles of Stochastic Reaction Networks. WSC (2022)