507 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of FreiburgDE49 papers
- Karlsruhe Institute of TechnologyDE19 papers
- Forschungszentrum JülichDE5 papers
- Johns Hopkins UniversityUS4 papers
- Technische Universität DarmstadtDE4 papers
- University of CambridgeGB4 papers
- Fraunhofer Institute for Industrial MathematicsDE3 papers
- RWTH Aachen UniversityDE3 papers
- University of RegensburgDE3 papers
- Arizona State UniversityUS2 papers
- Fraunhofer Institute for Applied Solid State PhysicsDE2 papers
- Innovation Cluster (Canada)CA2 papers
3 papers · 2 filters
Compensating data shortages in manufacturing with monotonicity knowledge
Martin von Kurnatowski, Jochen Schmid, Patrick Link +5
Optimization in engineering requires appropriate models. In this article, a regression method for enhancing the predictive power of a model by exploiting expert knowledge in the fo…
Deep Reinforcement Learning Methods for Structure-Guided Processing Path Optimization
Johannes Dornheim, Lukas Morand, Samuel Zeitvogel +3
A major goal of materials design is to find material structures with desired properties and in a second step to find a processing path to reach one of these structures. In this pap…
CupNet -- Pruning a network for geometric data
Raoul Heese, Lukas Morand, Dirk Helm +1
Using data from a simulated cup drawing process, we demonstrate how the inherent geometrical structure of cup meshes can be used to effectively prune an artificial neural network i…