Tobias Strohmann

Automatic detection of fatigue crack paths using digital image correlation and convolutional neural networks

Tobias Strohmann, Denis Starostin‐Penner, Eric Breitbarth et al. · Fatigue & Fracture of Engineering Materials & Structures · 2021 · 59 citations · Full text

Fatigue Crack Paths, Convolutional Neural Network, Engineering +21

Semantic segmentation of synchrotron tomography of multiphase Al-Si alloys using a convolutional neural network with a pixel-wise weighted loss function

Tobias Strohmann, Katrin Bugelnig, Eric Breitbarth et al. · Scientific Reports · 2019 · 40 citations · Full text

Explainable machine learning for precise fatigue crack tip detection

David Melching, Tobias Strohmann, Guillermo Requena et al. · Scientific Reports · 2022 · 36 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +21

High‐stress fatigue crack propagation in thin AA2024‐T3 sheet material

Eric Breitbarth, Tobias Strohmann, Guillermo Requena · Fatigue & Fracture of Engineering Materials & Structures · 2020 · 14 citations · Full text

Materials Science, Engineering, Mechanical Properties +15

Damage Mechanisms and Anisotropy of an AA7010-T7452 Open-Die Forged Alloy: Fatigue Crack Propagation

Tobias Strohmann, Eric Breitbarth, Michael Besel et al. · Materials · 2022 · 10 citations · Full text