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Adoption and Effects of Software Engineering Best Practices in Machine Learning2020 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Software Engineering Techniques and Practices Open access
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
0citations -
Feedforward Controllers from Learned Dynamic Local Model Networks with Application to Excavator Assistance Functions2024 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Engineering Control Systems and Identification
Leon Greiser, Ozan Emre Demir, Benjamin Hartmann, Henrik Hose, Sebastian Trimpe
1citations -
Hydrogen-Diesel Dual-Fuel Engine Operation Using Real-Time GRU-Based Nonlinear Model Predictive Control2026 arXiv (Cornell University) preprint Chemical Engineering Advanced Combustion Engine Technologies Open access
Alexander Winkler, Vasu Sharma, Julian Bedei, Edward Sperling, Charles Robert Koch, David Gordon, +1 more
1citations -
In-Situ Model Validation for Continuous Processes Using In-Network Computing2024 IEEE International Conference on Industrial Cyber-Physical Systems (ICPS) conference-paper Engineering Fault Detection and Control Systems Open access
Ike Kunze, Dominik Scheurenberg, Liam Tirpitz, Sandra Geisler, Klaus Wehrle
2citations -
Yolov8 model weights to detect unknown underwater sounds2026 Flanders Marine Institute (Flanders Marine Institute) dataset Computer Science Music and Audio Processing Open access
Clea Parcerisas, Elena Schall, Kees te Velde, Dick B. Botteldooren, Paul Devos, Elisabeth Debusschere, +4 more
0citations -
bletl ‐ A Python package for integrating BioLector microcultivation devices in the Design‐Build‐Test‐Learn cycle2022 Engineering in Life Sciences software-paper Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Michael Osthege, Niklas Tenhaef, Rebecca Zyla, Carolin Müller, Johannes Hemmerich, Wolfgang Wiechert, +2 more
42citations -
In Vitro Generation and Characterization of The Wu Syndrome Model That Causes Mental Retardation in Neural Cell Lines2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Genetics and Neurodevelopmental Disorders Open access
Sumeyye Seher Karaman, Tuba Sevik, Selin Akdemir, Esra Karadeli, Dilay Yalcin, Buse Baran, +5 more
0citations -
Learning from natural sediments to tackle microplastics challenges: A multidisciplinary perspective2022 Earth-Science Reviews article Environmental Science Microplastics and Plastic Pollution Open access
Kryss Waldschläger, Muriel Brückner, Bethanie Carney Almroth, Christopher R. Hackney, Tanveer M. Adyel, Olubukola S. Alimi, +19 more
233citations -
A blended TROPOMI+GOSAT satellite data product for atmospheric methane using machine learning to correct retrieval biases2023 Atmospheric measurement techniques article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Nicholas Balasus, Daniel J. Jacob, Alba Lorente, Joannes D. Maasakkers, Robert J. Parker, Hartmut Boesch, +4 more
82citations -
Machine-Learning-Aided Trajectory Prediction and Conflict Detection for Internet of Aerial Vehicles2021 IEEE Internet of Things Journal article Engineering Air Traffic Management and Optimization cited by 2 patents
Cheng Cheng, Liang Guo, Tong Wu, Jinlong Sun, Guan Gui, Bamidele Adebisi, +2 more
45citations -
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 -
Physics-Based Self-Learning Recurrent Neural Network enhanced time integration scheme for computing viscoplastic structural finite element response2022 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks
Saurabh Balkrishna Tandale, Franz Bamer, Bernd A. Markert, Marcus Stoffel
31citations