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Soronzonbold Otgonbaatar
Soronzonbold Otgonbaatar
German Aerospace Center (DLR) and Ludwig-Maximilians-Universität München (LMU)
Verified email at dlr.de
Title
Cited by
Cited by
Year
A quantum annealer for subset feature selection and the classification of hyperspectral images
S Otgonbaatar, M Datcu
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
442021
Classification of remote sensing images with parameterized quantum gates
S Otgonbaatar, M Datcu
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021
432021
Natural embedding of the stokes parameters of polarimetric synthetic aperture radar images in a gate-based quantum computer
S Otgonbaatar, M Datcu
IEEE Transactions on Geoscience and Remote Sensing 60, 1-8, 2021
192021
Quantum Transfer Learning for Real-World, Small, and High-Dimensional Datasets
S Otgonbaatar, G Schwarz, M Datcu, D Kranzlmüller
arXiv preprint arXiv:2209.07799, 2022
17*2022
Assembly of a coreset of earth observation images on a small quantum computer
S Otgonbaatar, M Datcu
Electronics 10 (20), 2482, 2021
132021
Quantum annealing approach: Feature extraction and segmentation of synthetic aperture radar image
S Otgonbaatar, M Datcu
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
132020
Quantum annealer for network flow minimization in InSAR images
S Otgonbaatar, M Datcu
EUSAR 2021; 13th European Conference on Synthetic Aperture Radar, 1-4, 2021
102021
Exploiting the quantum advantage for satellite image processing: Review and Assessment
S Otgonbaatar, D Kranzlmüller
arXiv preprint arXiv:2308.09453, 2023
72023
Coreset of hyperspectral images on a small quantum computer
S Otgonbaatar, M Datcu, B Demir
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
52022
Quantum computing for climate change detection, climate modeling, and climate digital twin
S Otgonbaatar, O Nurmi, M Johansson, J Mäkelä, T Kocman, P Gawron, ...
42023
Quantum-inspired tensor network for earth science
S Otgonbaatar, D Kranzlmüller
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
42023
Causality for Remote Sensing: An Exploratory Study
S Otgonbaatar, M Datcu, B Demir
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
12022
Quantum Machine Learning for Real-World, Large Scale Datasets with Applications in Earth Observation
S Otgonbaatar, M Datcu, XX Zhu, D Kranzlmüller
12022
Quantum Digital Twins for Uncertainty Quantification
S Otgonbaatar, E Jennings
arXiv preprint arXiv:2410.23311, 2024
2024
A quantum-inspired tensor network for physics-informed neural networks and satellite images
S Otgonbaatar, D Kranzlmüller
2023
Advancing of Earth Observation Methodologies by using a Quantum Computer
S Otgonbaatar, M Datcu
2022
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