Dr.-Ing.  Johannes Dornheim null

Dr.-Ing. Johannes Dornheim

Publications


Efficient Exploration of Microstructure-Property Spaces via Active Learning
Morand, L.; Link, N.; Iraki, T.; Dornheim, J.; Helm, D.
2022. Frontiers in Materials, 8, Art.-Nr.: 824441. doi:10.3389/fmats.2021.824441
Deep reinforcement learning methods for structure-guided processing path optimization
Dornheim, J.; Morand, L.; Zeitvogel, S.; Iraki, T.; Link, N.; Helm, D.
2021. Journal of intelligent manufacturing, 33, 333–352. doi:10.1007/s10845-021-01805-z
Multiobjective Reinforcement Learning for Reconfigurable Adaptive Optimal Control of Manufacturing Processes
Dornheim, J.; Link, N.
2018. 2018 13th International Symposium on Electronics and Telecommunications (ISETC), Article no: 8583854, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISETC.2018.8583854
Model-free Adaptive Optimal Control of Episodic Fixed-horizon Manufacturing Processes Using Reinforcement Learning
Dornheim, J.; Link, N.; Gumbsch, P.
2020. International journal of control, automation, and systems, 18 (5). doi:10.1007/s12555-019-0120-7