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Emmanouil Panagiotou
Emmanouil Panagiotou
Computer Science PhD @ FU Berlin, UniBw Munich
Verified email at fu-berlin.de
Title
Cited by
Cited by
Year
Generating elevation surface from a single RGB remotely sensed image using deep learning
E Panagiotou, G Chochlakis, L Grammatikopoulos, E Charou
Remote Sensing 12 (12), 2002, 2020
222020
Procedural 3D terrain generation using generative adversarial networks
E Panagiotou, E Charou
arXiv preprint arXiv:2010.06411 2, 2020
112020
Data-based Conceptual Design of Offshore Jackets Using a Self-developed Database
H Qian, E Panagiotou, S Marx, E Ntoutsi
ISOPE International Ocean and Polar Engineering Conference, ISOPE-I-23-154, 2023
32023
Generative Ai Based Augmentation for Offshore Jacket Design: An Integrated Approach for Mixed Tabular Data Generation Under Data Scarcity and Imbalance
E Panagiotou, H Qian, S Marx, E Ntoutsi
Available at SSRN 4703856, 0
1
A novel dataset and feature selection for data-driven conceptual design of offshore jacket substructures
H Qian, E Panagiotou, M Peng, E Ntoutsi, C Kang, S Marx
Ocean Engineering 303, 117679, 2024
2024
Learning impartial policies for sequential counterfactual explanations using Deep Reinforcement Learning
E Panagiotou, E Ntoutsi
arXiv preprint arXiv:2311.00523, 2023
2023
Explainable AI-based generation of offshore substructure designs
E Panagiotou, H Qian, M Wynants, A Kriese, S Marx, E Ntoutsi
ISOPE International Ocean and Polar Engineering Conference, ISOPE-I-23-045, 2023
2023
Predicting Surface Elevation from a single RGB satellite image
E Panagiotou, G Chochlakis, E Charou
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Articles 1–8