Dirk Helm
Orcid: 0000-0002-5398-5443
According to our database1,
Dirk Helm
authored at least 9 papers
between 2019 and 2024.
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Bibliography
2024
A multi-task learning-based optimization approach for finding diverse sets of microstructures with desired properties.
J. Intell. Manuf., April, 2024
Semantic orchestration and exploitation of material data: A dataspace solution demonstrated on steel and cooper applications.
CoRR, 2024
2023
2022
Deep reinforcement learning methods for structure-guided processing path optimization.
J. Intell. Manuf., 2022
2021
A multi-task learning-based optimization approach for finding diverse sets of material microstructures with desired properties and its application to texture optimization.
CoRR, 2021
Concept for metadata and time series data integration based on a material science application ontology.
Proceedings of the 16th International Workshop on Ontology Matching co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
2020
CoRR, 2020
2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019