Tarek Iraki

According to our database, Tarek Iraki authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

A multi-task learning-based optimization approach for finding diverse sets of microstructures with desired properties.

Tarek Iraki, Lukas Morand, Johannes Dornheim, Norbert Link, Dirk Helm

J. Intell. Manuf., April, 2024

2023

Machine learning for structure-guided materials and process design.

Lukas Morand, Tarek Iraki, Johannes Dornheim, Stefan Sandfeld, Norbert Link, Dirk Helm

CoRR, 2023

2022

Generative models for capturing and exploiting the influence of process conditions on process curves.

Tarek Iraki, Norbert Link

J. Intell. Manuf., 2022

Deep reinforcement learning methods for structure-guided processing path optimization.

Johannes Dornheim, Lukas Morand, Samuel Zeitvogel, Tarek Iraki, Norbert Link, Dirk Helm

J. Intell. Manuf., 2022

2021

A multi-task learning-based optimization approach for finding diverse sets of material microstructures with desired properties and its application to texture optimization.

Tarek Iraki, Lukas Morand, Johannes Dornheim, Norbert Link, Dirk Helm

CoRR, 2021

2020

Structure-Guided Processing Path Optimization with Deep Reinforcement Learning.

Johannes Dornheim, Lukas Morand, Samuel Zeitvogel, Tarek Iraki, Norbert Link, Dirk Helm

CoRR, 2020