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ORCIDDirk Helm
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2020 – today
- 2024
[j2]Tarek Iraki
, Lukas Morand, Johannes Dornheim, Norbert Link, Dirk Helm:
A multi-task learning-based optimization approach for finding diverse sets of microstructures with desired properties. J. Intell. Manuf. 35(4): 1887-1903 (2024)- [i6]Yoav Nahshon, Lukas Morand, Matthias Büschelberger, Dirk Helm, Kiran Kumaraswamy, Paul Zierep, Matthias Weber, Pablo de Andrés:
Semantic orchestration and exploitation of material data: A dataspace solution demonstrated on steel and cooper applications. CoRR abs/2406.19509 (2024) - 2023
- [i5]Lukas Morand, Tarek Iraki, Johannes Dornheim, Stefan Sandfeld, Norbert Link, Dirk Helm:
Machine learning for structure-guided materials and process design. CoRR abs/2312.14552 (2023) - 2022
- [j1]Johannes Dornheim, Lukas Morand, Samuel Zeitvogel, Tarek Iraki, Norbert Link, Dirk Helm:
Deep reinforcement learning methods for structure-guided processing path optimization. J. Intell. Manuf. 33(1): 333-352 (2022) - 2021
- [c3]Raoul Heese, Lukas Morand, Dirk Helm, Michael Bortz:
CupNet - Pruning a Network for Geometric Data. ICANN (4) 2021: 29-33 - [c2]Paul F. Zierep, Dirk Helm:
Concept for metadata and time series data integration based on a material science application ontology. OM@ISWC 2021: 211-212 - [i4]Tarek Iraki, Lukas Morand, Johannes Dornheim, Norbert Link, Dirk Helm:
A multi-task learning-based optimization approach for finding diverse sets of material microstructures with desired properties and its application to texture optimization. CoRR abs/2111.00916 (2021) - 2020
- [i3]Raoul Heese, Lukas Morand, Dirk Helm, Michael Bortz:
CupNet - Pruning a network for geometric data. CoRR abs/2005.05276 (2020) - [i2]Johannes Dornheim, Lukas Morand, Samuel Zeitvogel, Tarek Iraki, Norbert Link, Dirk Helm:
Structure-Guided Processing Path Optimization with Deep Reinforcement Learning. CoRR abs/2009.09706 (2020)
2010 – 2019
- 2019
- [c1]Raoul Heese, Michal Walczak, Lukas Morand, Dirk Helm, Michael Bortz:
The Good, the Bad and the Ugly: Augmenting a Black-Box Model with Expert Knowledge. ICANN (Workshop) 2019: 391-395 - [i1]Raoul Heese, Michal Walczak, Lukas Morand, Dirk Helm, Michael Bortz:
The Good, the Bad and the Ugly: Augmenting a black-box model with expert knowledge. CoRR abs/1907.11105 (2019)
Coauthor Index
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