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Books and Theses
- 2021
[b1]Stefan Kollmannsberger
, Davide D'Angella, Moritz Jokeit, Leon Herrmann:
Deep Learning in Computational Mechanics - An Introductory Course. Studies in Computational Intelligence 977, Springer 2021, ISBN 978-3-030-76586-6, pp. 1-91
Journal Articles
- 2024
- [j1]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: 108993 (2024)
Conference and Workshop Papers
- 2023
- [c2]Stefan Kollmannsberger, Divya Singh, Leon Herrmann:
Transfer Learning Enhanced Full Waveform Inversion. AIM 2023: 866-871 - 2022
- [c1]Till Köster, Leon Herrmann, Philipp Andelfinger, Adelinde M. Uhrmacher:
GPU-Accelerated Simulation Ensembles of Stochastic Reaction Networks. WSC 2022: 2570-2581
Informal and Other Publications
- 2024
- [i7]Leon Herrmann, Ole Sigmund, Viola Muning Li, Christian Vogl, Stefan Kollmannsberger:
Neural Networks for Generating Better Local Optima in Topology Optimization. CoRR abs/2407.17957 (2024) - [i6]Divya Shyam Singh, Leon Herrmann, Qing Sun, Tim Bürchner, Felix Dietrich, Stefan Kollmannsberger:
Accelerating Full Waveform Inversion By Transfer Learning. CoRR abs/2408.00695 (2024) - 2023
- [i5]Stefan Kollmannsberger, Divya Singh, Leon Herrmann:
Transfer Learning Enhanced Full Waveform Inversion. CoRR abs/2302.11259 (2023) - [i4]Leon Herrmann, Tim Bürchner, Felix Dietrich, Stefan Kollmannsberger:
On the Use of Neural Networks for Full Waveform Inversion. CoRR abs/2303.03260 (2023) - [i3]Alireza Daneshyar, Leon Herrmann, Stefan Kollmannsberger:
From ductile damage to unilateral contact via point-wise implicit discontinuity at the infinitesimal element level. CoRR abs/2306.14038 (2023) - [i2]Leon Herrmann, Stefan Kollmannsberger:
Deep Learning in Deterministic Computational Mechanics. CoRR abs/2309.15421 (2023) - [i1]Leon Herrmann, Alireza Daneshyar, Stefan Kollmannsberger:
The Discontinuous Strain Method: accurately representing fatigue and failure. CoRR abs/2312.00564 (2023)
Coauthor Index
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