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Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn2022 Frontiers in Computational Neuroscience article Neuroscience Neural dynamics and brain function Open access
Alper Yegenoglu, Anand Subramoney, Thorsten Hater, Cristian Jimenez-Romero, Wouter Klijn, Aarón Pérez Martín, +4 more
9citations -
Self-optimizing adaptive optics control with reinforcement learning for high-contrast imaging2021 Journal of Astronomical Telescopes Instruments and Systems article Physics and Astronomy Adaptive optics and wavefront sensing Open access
Rico Landman, Sebastiaan Y. Haffert, Vikram Mark Radhakrishnan, Christoph U. Keller
27citations -
The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires2021 Nature Machine Intelligence article Biochemistry, Genetics and Molecular Biology vaccines and immunoinformatics approaches Open access
Milena Pavlović, Lonneke Scheffer, Keshav Motwani, Chakravarthi Kanduri, Radmila Kompova, Nikolay Vazov, +36 more
88citations -
Adaptive Traffic Light Control With Deep Reinforcement Learning: An Evaluation of Traffic Flow and Energy Consumption2023 IEEE Transactions on Intelligent Transportation Systems article Engineering Traffic control and management
Lucas Koch, Tobias Brinkmann, Marius Wegener, Kevin Badalian, Jakob Andert
24citations -
Patient-Specific Finetuning of Deep Learning Models for Adaptive Radiotherapy in Prostate CT2020 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Medical Image Segmentation Techniques Open access
Mohamed S. Elmahdy, Tanuj Ahuja, Uulke A. van der Heide, Marius Staring
18citations -
Approach for the Development for an Adaptive Vacuum Laser Welding Process for Hairpin Stators Using Supervised Learning2023 International Electric Drives Production Conference conference-paper Engineering Welding Techniques and Residual Stresses
Achim Kampker, Florian Brans, Heiner Hans Heimes, Yazan Bajah, Benjamin Dorn, Benjamin Gerhards
1citations -
immuneML: an ecosystem for machine learning analysis of adaptive immune receptor repertoires2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology vaccines and immunoinformatics approaches Open access
Milena Pavlović, Lonneke Scheffer, Keshav Motwani, Chakravarthi Kanduri, Radmila Kompova, Nikolay Vazov, +37 more
17citations