Julia Reuter

According to our database, Julia Reuter authored at least 9 papers between 2022 and 2025.

Collaborative distances:

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

2025

The Road to Learning Explainable Inverse Kinematic Models: Graph Neural Networks as Inductive Bias for Symbolic Regression.

Pravin Pandey, Julia Reuter, Christoph Steup, Sanaz Mostaghim

CoRR, January, 2025

Development of symbolic models using genetic programming and domain knowledge.

Julia Reuter

PhD thesis, 2025

2024

Data for the paper: "Deterministic drag modelling for spherical particles in Stokes regime using data-driven approaches".

Hani Elmestikawy, Julia Reuter, Fabien Evrard, Sanaz Mostaghim, Berend G. M. van Wachem

Dataset, February, 2024

Shape Constraints in Symbolic Regression using Penalized Least Squares.

Viktor Martinek, Julia Reuter, Ophelia Frotscher, Sanaz Mostaghim, Markus Richter, Roland Herzog

CoRR, 2024

Unit-Aware Genetic Programming for the Development of Empirical Equations.

Julia Reuter, Viktor Martinek, Roland Herzog, Sanaz Mostaghim

Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024

2023

Multi-Objective Island Model Genetic Programming for Predicting the Stokes Flow around a Sphere.

Julia Reuter, Pravin Pandey, Sanaz Mostaghim

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Graph Networks as Inductive Bias for Genetic Programming: Symbolic Models for Particle-Laden Flows.

Julia Reuter, Hani Elmestikawy, Fabien Evrard, Sanaz Mostaghim, Berend G. M. van Wachem

Proceedings of the Genetic Programming - 26th European Conference, 2023

2022

Genetic Programming-Based Inverse Kinematics for Robotic Manipulators.

Julia Reuter, Christoph Steup, Sanaz Mostaghim

Proceedings of the Genetic Programming - 25th European Conference, 2022

Towards Improving Simulations of Flows around Spherical Particles Using Genetic Programming.

Julia Reuter, Manoj Cendrollu, Fabien Evrard, Sanaz Mostaghim, Berend G. M. van Wachem

Proceedings of the IEEE Congress on Evolutionary Computation, 2022