Dirk Helm

11 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
A multi-task learning-based optimization approach for finding diverse sets of microstructures with desired properties.
J. Intell. Manuf.
Tarek Iraki, Lukas Morand, Johannes Dornheim, Norbert Link, Dirk Helm
2024 J jnl
Semantic orchestration and exploitation of material data: A dataspace solution demonstrated on steel and cooper applications.
CoRR
Yoav Nahshon, Lukas Morand, Matthias Büschelberger, Dirk Helm, Kiran Kumaraswamy, Paul Zierep, Matthias Weber, Pablo de Andrés
2023 J jnl
Machine learning for structure-guided materials and process design.
CoRR
Lukas Morand, Tarek Iraki, Johannes Dornheim, Stefan Sandfeld, Norbert Link, Dirk Helm
2022 J jnl
Deep reinforcement learning methods for structure-guided processing path optimization.
J. Intell. Manuf.
Johannes Dornheim, Lukas Morand, Samuel Zeitvogel, Tarek Iraki, Norbert Link, Dirk Helm
2021 J jnl
A multi-task learning-based optimization approach for finding diverse sets of material microstructures with desired properties and its application to texture optimization.
CoRR
Tarek Iraki, Lukas Morand, Johannes Dornheim, Norbert Link, Dirk Helm
2021 — conf
Concept for metadata and time series data integration based on a material science application ontology.
OM@ISWC
Paul F. Zierep, Dirk Helm
2021 — conf
CupNet - Pruning a Network for Geometric Data.
ICANN (4)
Raoul Heese, Lukas Morand, Dirk Helm, Michael Bortz
2020 J jnl
CupNet - Pruning a network for geometric data.
CoRR
Raoul Heese, Lukas Morand, Dirk Helm, Michael Bortz
2020 J jnl
Structure-Guided Processing Path Optimization with Deep Reinforcement Learning.
CoRR
Johannes Dornheim, Lukas Morand, Samuel Zeitvogel, Tarek Iraki, Norbert Link, Dirk Helm
2019 — conf
The Good, the Bad and the Ugly: Augmenting a Black-Box Model with Expert Knowledge.
ICANN (Workshop)
Raoul Heese, Michal Walczak, Lukas Morand, Dirk Helm, Michael Bortz
2019 J jnl
The Good, the Bad and the Ugly: Augmenting a black-box model with expert knowledge.
CoRR
Raoul Heese, Michal Walczak, Lukas Morand, Dirk Helm, Michael Bortz