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: 519 |

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: 933 |

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: 512 |

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)