| Nr. | Title | Type | Author | Year | ResearchGate |
|---|---|---|---|---|---|
| 1 | Augmenting Fatigue Datasets for Improved Multiaxial Fatigue Strength Prediction with Neural Networks | Article in trade journal, refereed | Opasanon, Napon et al. | 2025 |  |
| 2 | An AI-Assisted Design Method for Topology Optimization without Pre-Optimized Training Data | Conference contribution, refereed | Halle, A.* et al. | 2022 | |
| 3 | An Artificial Intelligence-Assisted Design Method for Topology Optimization without Pre-Optimized Training Data | Article in trade journal, refereed | Halle, Alex* et al. | 2021 | |
| 4 | Topology Optimization by Means of Deep Learning Without Pre-Optimized Training Data | Conference contribution, refereed | Halle, Alex* et al. | 2020 | |
| 5 | An AI-Assisted Design Method for Topology Optimization Without Pre-Optimized Training Data | Preprint | Halle, Alex* et al. | 2020 | |
| 6 | Topology Optimization by Means of Deep Learning | Conference contribution, not refereed | Halle, Alex et al. | 2019 | |
Professorship Machine Elements and Product Development
Publications
Publications
