CHAIR OF

COMPUTATIONAL

INTELLIGENCE

Julia Reuter is a PhD student at the Chair of Computational Intelligence of the Otto-von-Guericke-University Magdeburg (OvGU). Julia obtained her Bachelor's degree in mechanical engineering at the DHBW Stuttgart in 2017, in cooperation with Robert Bosch GmbH. In 2021, she finished the Digital Engineering Master's program at the Otto-von-Guericke-University in Magdeburg.

Julia's research on Genetic Programming contributes to the DFG-funded project titled "Improving simulations of large-scale dense particle-laden flows with machine learning: a genetic programming approach".

For our latest research, please see the entry in our research blog here.

List of Publications:

• Julia Reuter, Pravin Pandey and Sanaz Mostaghim
• Multi-Objective Island Model Genetic Programming for Predicting the Stokes Flow Around a Sphere
• Accepted at IEEE SSCI 2023, Symposium on Multicriteria Decision-Making (MCDM), Mexico, December 2023

• Julia Reuter, Hani Elmestikawy, Fabien Evrard, Sanaz Mostaghim and Berend van Wachem
• Graph Networks as Inductive Bias for Genetic Programming: Symbolic Models for Particle-Laden Flows.
  

• In: Pappa, G., Giacobini, M., Vasicek, Z. (eds) Genetic Programming. EuroGP 2023. Lecture Notes in Computer Science, vol 13986. Springer, Cham. https://doi.org/10.1007/978-3-031-29573-7_3

• Julia Reuter, Manoj Cendrollu, Fabien Evrard, Sanaz Mostaghim and Berend van Wachem
• Towards Improving Simulations of Flows around Spherical Particles Using Genetic Programming.
• In: 2022 IEEE Congress on Evolutionary Computation (CEC), Padua, Italy, 2022, pp. 1-8, https://doi.org/10.1109/CEC55065.2022.9870301
  

• Julia Reuter, Christoph Steup and Sanaz Mostaghim
• Genetic Programming-Based Inverse Kinematics for Robotic Manipulators.
• In: Medvet, E., Pappa, G., Xue, B. (eds) Genetic Programming. EuroGP 2022. Lecture Notes in Computer Science, vol 13223. https://doi.org/10.1007/978-3-031-02056-8_9

• Heiner Zille, Fabien Evrard, Julia Reuter, Sanaz Mostaghim and Berend van Wachem
• ASSESSMENT OF MULTI-OBJECTIVE AND COEVOLUTIONARY GENETIC PROGRAMMING FOR PREDICTING THE STOKES FLOW AROUND A SPHERE
• In: Conference Proceedings EUROGEN. 2021. https://doi.org/10.7712/140121.7959.18341