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Tarek Iraki
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 5
Top Topics
Generative Model
E Learning
Multiple Tasks
Monte Carlo
Top Venues
CoRR
J. Intell. Manuf.
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Publications
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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)