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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 -
Iterative Learning Control for Cascaded Impedance-Controlled Compliant Exoskeleton With Adaptive Reaction to Spasticity2023 IEEE Transactions on Instrumentation and Measurement article Engineering Prosthetics and Rehabilitation Robotics
Lin Liu, Mathias Illian, Steffen K. Leonhardt, Berno J.E. Misgeld
23citations -
An adaptive learning strategy for surrogate modeling of high-dimensional functions - Application to unsteady hypersonic flows in chemical nonequilibrium2024 Computer Physics Communications article Physics and Astronomy Model Reduction and Neural Networks Open access
Clément Scherding, Georgios Rigas, Denis Sipp, Peter J. Schmid, Taraneh Sayadi
11citations -
MobileCrack: Object Classification in Asphalt Pavements Using an Adaptive Lightweight Deep Learning2020 Journal of Transportation Engineering Part B Pavements article Engineering Infrastructure Maintenance and Monitoring
Yue Hou, Qiuhan Li, Qiang Han, Bo Peng, Linbing Wang, Xingyu Gu, +1 more
59citations -
Adaptive Data Screening for Multi-Angle Polarimetric Aerosol and Ocean Color Remote Sensing Accelerated by Deep Learning2021 Frontiers in Remote Sensing article Environmental Science Atmospheric aerosols and clouds Open access
Meng Gao, Kirk David Knobelspiesse, Bryan A. Franz, Peng‐Wang Zhai, Vanderlei J. Martins, S. P. Burton, +9 more
35citations