Papers matching “deep learning training data” 97
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Prediction of Fault Rock Permeability With Deep Learning: Training Data from Transfer Samples of Fault Cores2022 EAGE Annual Conference & Exhibition conference-paper Engineering Hydrocarbon exploration and reservoir analysis
Joyce Schmatz, Jop Klaver, Eva Wellmann, Mingming Jiang, Wolf- Gang Kraus, Simon Freitag, +2 more
0citations -
Synthetic Data-Driven Deep Learning for Industrial Surface Inspection: Advancing Beyond Classical Computer Vision2026 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Engineering Industrial Vision Systems and Defect Detection Open access
Josefine Monnet, Ludwig Tonn, Elen Ayanyan, Oliver Petrović, Werner Herfs, Christian Brecher
0citations -
Unsupervised deep learning for defect detection on CT parts using simulated data2023 Research and Review Journal of Nondestructive Testing article Engineering Industrial Vision Systems and Defect Detection Open access
Virginia Florian, Christian Kretzer, Stefan Kasperl, Richard Schielein, Benjamin Montavon, Robert Heinrich Schmitt
0citations -
A tomographic workflow to enable deep learning for X-ray based foreign object detection2022 Expert Systems with Applications article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent
Mathé T. Zeegers, Tristan van Leeuwen, Daniël M. Pelt, Sophia Bethany Coban, Robert van Liere, Kees Joost Batenburg
6citations -
Task-Driven Learned Hyperspectral Data Reduction Using End-to-End Supervised Deep Learning2020 Journal of Imaging article Engineering Remote-Sensing Image Classification Open access cited by 1 patent
Mathé T. Zeegers, Daniël M. Pelt, Tristan van Leeuwen, Robert van Liere, Kees Joost Batenburg
11citations -
Deep Regularized Waveform Learning for Beam Prediction With Limited Samples in Non-Cooperative mmWave Systems2023 IEEE Transactions on Vehicular Technology article Engineering Millimeter-Wave Propagation and Modeling
Hao Huang, Guan Gui, Haris Gacanin, Chau Yuen, Hikmet Sari, Fumiyuki Adachi
30citations -
Identification of Martensite Bands in Dual‐Phase Steels: A Deep Learning Object Detection Approach Using Faster Region‐Based‐Convolutional Neural Network2023 steel research international article Engineering Microstructure and Mechanical Properties of Steels Open access
Niklas C. Fehlemann, Ana Lia Suarez Aguilera, Stefan Sandfeld, Maximilian Neite, David Lenz, Markus Könemann, +1 more
9citations -
Federated deep reinforcement learning based trajectory design for UAV-assisted networks with mobile ground devices2024 Scientific Reports article Engineering UAV Applications and Optimization Open access cited by 1 patent
Yunfei Gao, Mingliu Liu, Xiaopeng Yuan, Yulin Hu, Peng Sun, Anke Schmeink
23citations -
Deep Transfer Learning for 5G Massive MIMO Downlink CSI Feedback2021 IEEE Wireless Communications and Networking Conference conference-paper Engineering Advanced MIMO Systems Optimization cited by 4 patents
Jun Zeng, Zhengran He, Jinlong Sun, Bamidele Adebisi, Haris Gacanin, Guan Gui, +1 more
8citations -
Auxiliaries’ power and energy demand prediction of battery electric vehicles using system identification and deep learning2023 IET Intelligent Transport Systems article Engineering Electric and Hybrid Vehicle Technologies Open access
Lukas Schäfers, Kai Franke, René Savelsberg, Stefan Pischinger
8citations -
Lessons Learned from a Field Study on Deep-Learning-Based Model Predictive Control for Optimizing the Operation of Façade Ventilation Units2025 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Clara-Larissa Lorenz, Oliver Abele, Jérôme Frisch, Christoph van Treeck
0citations -
Compensating Environmental Disturbances in Maritime Path Following Using Deep Reinforcement Learning2026 Journal of Marine Science and Engineering article Engineering Maritime Navigation and Safety Open access
Björn Krautwig, Dominik Wans, Till Temmen, Tobias Brinkmann, Sung-Yong Lee, Daehyuk Kim, +1 more
1citations