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ORCIDJohannes Dornheim
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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)- 2023
- [i6]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) - [i5]Johannes Dornheim:
gTLO: A Generalized and Non-linear Multi-Objective Deep Reinforcement Learning Approach. CoRR abs/2204.04988 (2022) - 2021
- [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
- [c2]Samuel Zeitvogel, Johannes Dornheim, Astrid Laubenheimer:
Joint Optimization for Multi-person Shape Models from Markerless 3D-Scans. ECCV (18) 2020: 35-51 - [i3]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
- 2018
- [i2]Johannes Dornheim, Norbert Link, Peter Gumbsch:
Model-Free Adaptive Optimal Control of Sequential Manufacturing Processes using Reinforcement Learning. CoRR abs/1809.06646 (2018) - [i1]Johannes Dornheim, Norbert Link:
Multiobjective Reinforcement Learning for Reconfigurable Adaptive Optimal Control of Manufacturing Processes. CoRR abs/1809.06750 (2018) - 2015
- [c1]Joris IJsselmuiden, Johannes Dornheim:
Interaction analysis through fuzzy temporal logic: Extensions for clustering and parameter learning. AVSS 2015: 1-6
Coauthor Index
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