2024

Article (botache2024enhancing)
Botache, D.; Decke, J.; Ripken, W.; Dornipati, A.; Götz-Hahn, F.; Ayeb, M. & Sick, B.
Enhancing Multi-Objective Optimization through Machine Learning-Supported Multiphysics Simulation
arXiv e-prints, 2024, arXiv:2309.13179v2

Inproceedings (decke2024efficient)
Decke, J.; Jenß, A.; Sick, B. & Gruhl, C.
An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing
Springer, 2024

Inproceedings (decke2024structured)
Decke, J.; Wünsch, O.; Sick, B. & Gruhl, C.
From Structured to Unstructured: A Comparative Analysis of Computer Vision and Graph Models in solving Mesh-based PDEs
Springer, 2024

2023

Incollection (botache2023machine)
Botache, D.
Tomforde, S. & Krupitzer, C. (ed.)
Machine Learning Supported Optimisation and Experimental Evaluation of Electrical Motors for Small Urban Passenger Vehicles
kassel university press, 2023, 14-26

Incollection (decke2023examination)
Decke, J.
Tomforde, S. & Krupitzer, C. (ed.)
An Examination of Organic Computing Strategies in Design Optimization
kassel university press, 2023, 41-54