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Astrodynamics
ISSN 2522-008X
e-ISSN 2522-0098
CN 10-1627/V4
Editors-in-Chief: Hexi Baoyin, Yang Gao, Dario Izzo
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Volume 3
Issue 4,
December
2019
pp.285-402
8 articles
Special Issue on Applications of Artificial Intelligence in Aerospace Engineering
Contents(PDF)
Editorial
Message from the Guest Editors of the Special Issue on Applications of Artificial Intelligence in Aerospace Engineering
Dario Izzo, Marcus Märtens, Binfeng Pan
https://doi.org/10.1007/s42064-019-0066-9
Published: 25 September 2019
2019, 3 (4): 285
Downloads:
32
|
Views:
520
|
PDF
(149.3 KB)
Review Article
A survey on artificial intelligence trends in spacecraft guidance dynamics and control
Dario Izzo, Marcus Märtens, Binfeng Pan
https://doi.org/10.1007/s42064-018-0053-6
Published: 31 July 2019
2019, 3 (4): 287-299
Downloads:
34
|
Views:
934
|
PDF
(1.2 MB)
Research Article
Representing dynamics in the eccentric Hill system using a neural network architecture
Stijn De Smet, Daniel J. Scheeres, Jeffrey S. Parker
https://doi.org/10.1007/s42064-019-0050-4
Published: 01 August 2019
2019, 3 (4): 301-324
Downloads:
18
|
Views:
445
|
PDF
(26.3 MB)
Research Article
Comparative evaluation of three machine learning algorithms on improving orbit prediction accuracy
Hao Peng, Xiaoli Bai
https://doi.org/10.1007/s42064-018-0055-4
Published: 16 August 2019
2019, 3 (4): 325-343
Downloads:
30
|
Views:
513
|
PDF
(24.9 MB)
Research Article
A data-driven indirect method for nonlinear optimal control
Gao Tang, Kris Hauser
https://doi.org/10.1007/s42064-019-0051-3
Published: 28 August 2019
2019, 3 (4): 345-359
Downloads:
20
|
Views:
461
|
PDF
(2.4 MB)
Research Article
Learning the optimal state-feedback via supervised imitation learning
Dharmesh Tailor, Dario Izzo
https://doi.org/10.1007/s42064-019-0054-0
Published: 04 September 2019
2019, 3 (4): 361-374
Downloads:
16
|
Views:
553
|
PDF
(1.3 MB)
Research Article
Real-time control for fuel-optimal Moon landing based on an interactive deep reinforcement learning algorithm
Lin Cheng, Zhenbo Wang, Fanghua Jiang
https://doi.org/10.1007/s42064-018-0052-2
Published: 09 July 2019
2019, 3 (4): 375-386
Downloads:
29
|
Views:
873
|
PDF
(10.6 MB)
Research Article
Super-resolution of PROBA-V images using convolutional neural networks
Marcus Märtens, Dario Izzo, Andrej Krzic,
Daniël Cox
https://doi.org/10.1007/s42064-019-0059-8
Published: 28 August 2019
2019, 3 (4): 387-402
Downloads:
38
|
Views:
851
|
PDF
(29.4 MB)
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