Lukas Morand - RankMe

12 papers Journal 10Unranked 2

Year	Rank	Type	Title / 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	J	`jnl`	Compensating Data Shortages in Manufacturing with Monotonicity Knowledge. Algorithms Martin von Kurnatowski, Jochen Schmid, Patrick Link, Rebekka Zache, Lukas Morand, Torsten Kraft, Ingo Schmidt, Jan Schwientek, Anke Stoll
2021	—	`conf`	CupNet - Pruning a Network for Geometric Data. ICANN (4) Raoul Heese, Lukas Morand, Dirk Helm, Michael Bortz
2020	J	`jnl`	Compensating data shortages in manufacturing with monotonicity knowledge. CoRR Martin von Kurnatowski, Jochen Schmid, Patrick Link, Rebekka Zache, Lukas Morand, Torsten Kraft, Ingo Schmidt, Anke Stoll
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