Predicting flow stress behavior of an AA7075 alloy using machine learning methods J Decke, A Engelhardt, L Rauch, S Degener, SV Sajadifar, E Scharifi, ... Crystals 12 (9), 1281, 2022 | 12 | 2022 |
DADO–Low-cost query strategies for deep active design optimization J Decke, C Gruhl, L Rauch, B Sick 2023 International Conference on Machine Learning and Applications (ICMLA …, 2023 | 7 | 2023 |
Dataset of a parameterized U-bend flow for Deep Learning Applications J Decke, O Wünsch, B Sick Data in Brief 50, 2023 | 7 | 2023 |
NDNET: a unified framework for anomaly and novelty detection J Decke, J Schmeißing, D Botache, M Bieshaar, B Sick, C Gruhl International Conference on Architecture of Computing Systems, 197-210, 2022 | 6 | 2022 |
Enhancing multi-objective optimization through machine learning-supported multiphysics simulation D Botache, J Decke, W Ripken, A Dornipati, F Götz-Hahn, M Ayeb, B Sick ECML PKDD, 2024 | 5 | 2024 |
On the Reliability of Automated Analysis of Fracture Surfaces Using a Novel Computer Vision‐Based Tool A Engelhardt, J Decke, D Meier, F Dulig, R Ragunathan, T Wegener, ... Advanced Engineering Materials 25 (21), 2300876, 2023 | 3 | 2023 |
Active Learning with Physics-Informed Graph Neural Networks on Unstructured Meshes J Decke, A Heinen, B Sick, C Gruhl IAL@ECML PKDD, 2024 | 1 | 2024 |
Towards Deep Active Learning in Avian Bioacoustics L Rauch, D Huseljic, M Wirth, J Decke, B Sick, C Scholz IAL@ECML PKDD, 2024 | 1 | 2024 |
An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing J Decke, A Jenß, B Sick, C Gruhl International Conference on Architecture of Computing Systems, 2024 | 1 | 2024 |
From Structured to Unstructured: A Comparative Analysis of Computer Vision and Graph Models in solving Mesh-based PDEs J Decke, O Wünsch, B Sick, C Gruhl Architecture of Computing Systems: 37th International Conference, ARCS 2024 …, 0 | 1* | |
Self-Aware Control for Autonomous Underwater Vehicles J Decke, F Gerland, T Schomberg, O Wünsch, B Sick, C Gruhl 2024 IEEE International Conference on Autonomic Computing and Self …, 2024 | | 2024 |
An Examination of Organic Computing Strategies in Design Optimization J Decke Organic Computing, 41-53, 2024 | | 2024 |