Leon Herrmann

According to our database, Leon Herrmann authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Generative adversarial networks enable outlier detection and property monitoring for additive manufacturing of complex structures.

Alexander Henkes, Leon Herrmann, Henning Wessels, Stefan Kollmannsberger

Eng. Appl. Artif. Intell., 2024

Accelerating Full Waveform Inversion By Transfer Learning.

Divya Shyam Singh, Leon Herrmann, Qing Sun, Tim Bürchner, Felix Dietrich, Stefan Kollmannsberger

CoRR, 2024

Neural Networks for Generating Better Local Optima in Topology Optimization.

Leon Herrmann, Ole Sigmund, Viola Muning Li, Christian Vogl, Stefan Kollmannsberger

CoRR, 2024

2023

The Discontinuous Strain Method: accurately representing fatigue and failure.

Leon Herrmann, Alireza Daneshyar, Stefan Kollmannsberger

CoRR, 2023

Deep Learning in Deterministic Computational Mechanics.

Leon Herrmann, Stefan Kollmannsberger

CoRR, 2023

From ductile damage to unilateral contact via point-wise implicit discontinuity at the infinitesimal element level.

Alireza Daneshyar, Leon Herrmann, Stefan Kollmannsberger

CoRR, 2023

On the Use of Neural Networks for Full Waveform Inversion.

Leon Herrmann, Tim Bürchner, Felix Dietrich, Stefan Kollmannsberger

CoRR, 2023

Transfer Learning Enhanced Full Waveform Inversion.

Stefan Kollmannsberger, Divya Singh, Leon Herrmann

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2023

2022

GPU-Accelerated Simulation Ensembles of Stochastic Reaction Networks.

Till Köster, Leon Herrmann, Philipp Andelfinger, Adelinde M. Uhrmacher

Proceedings of the Winter Simulation Conference, 2022

2021

Deep Learning in Computational Mechanics - An Introductory Course

Stefan Kollmannsberger, Davide D'Angella, Moritz Jokeit, Leon Herrmann

Studies in Computational Intelligence 977, Springer, ISBN: 978-3-030-76586-6, 2021