Tarek Iraki

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Multitask Learning

Learning Algorithm

Reinforcement Learning

Representer Theorem

Top Venues

J. Intell. Manuf.

Publications

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) (2024)
Lukas Morand, Tarek Iraki, Johannes Dornheim, Stefan Sandfeld, Norbert Link, Dirk Helm
Machine learning for structure-guided materials and process design. CoRR (2023)
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) (2022)
Tarek Iraki, Norbert Link
Generative models for capturing and exploiting the influence of process conditions on process curves. J. Intell. Manuf. 33 (2) (2022)
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 (2021)
Johannes Dornheim, Lukas Morand, Samuel Zeitvogel, Tarek Iraki, Norbert Link, Dirk Helm
Structure-Guided Processing Path Optimization with Deep Reinforcement Learning. CoRR (2020)