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Implementing State-of-the-Art Deep Learning Approaches for Archaeological Object Detection in Remotely-Sensed Data: The Results of Cross-Domain Collaboration26citations
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A machine-learning classifier for LOFAR radio galaxy cross-matching techniques2022 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access
L. Alegre, J. Sabater, P. N. Best, G. Gürkan, M. J. Hardcastle, R. Kondapally, +2 more
19citations -
Three-dimensional characterisation of deformation-induced damage in dual phase steel using deep learning2023 Materials & Design article Engineering Microstructure and Mechanical Properties of Steels Open access
Setareh Medghalchi, Sang-Hyeok Lee, Benjamin Berkels, U. Kerzel, Sandra Korte‐Kerzel
16citations -
Active galactic nucleus–host galaxy photometric decomposition using a fast, accurate, and precise deep learning approach2025 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Berta Margalef-Bentabol, Lingyu Wang, N. Pandolfo, Antonio La Marca, Vicente Rodríguez-Gómez
9citations -
Automated surgery planning for an obstructed nose by combining computational fluid dynamics with reinforcement learning2024 Computers in Biology and Medicine article Medicine Nasal Surgery and Airway Studies Open access cited by 1 patent
Mario Rüttgers, Moritz Waldmann, Klaus Vogt, Justus F. R. Ilgner, Wolfgang Schröder, Andreas Lintermann
9citations -
Plaque burden estimated from optical coherence tomography with deep learning: In vivo validation using co‐registered intravascular ultrasound2022 Catheterization and Cardiovascular Interventions article Medicine Coronary Interventions and Diagnostics Open access
Jiayue Huang, Shengxian Tu, Shinichiro Masuda, Kai Ninomiya, Jouke Dijkstra, Miao Chu, +6 more
9citations -
Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP2023 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Moritz Vinzent Seiler, Jeroen Rook, Jonathan Heins, Oliver Ludger Preuß, Jakob Bossek, Heike Trautmann
7citations