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Sceki authored Mar 18, 2024
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Expand Up @@ -36,6 +36,20 @@ This repository contains the code discussed in [this paper](https://arxiv.org/ab
* Parallel TLE propagation
* Use of differentiable SGP4 on several spaceflight mechanics problems (state transition matrix computation, covariance transformation, and propagation, orbit determination, ML hybrid orbit propagation, etc.)

## How to cite

If you use `dsgp4` and/or find it useful, we would be grateful if you could star the repository and/or cite our work.
$\partial \textrm{SGP4}$ and its applications for ML hybrid propagation and more, can be found in our [publication](https://arxiv.org/abs/2402.04830):

```
@article{acciarini2024closing,
title={Closing the Gap Between SGP4 and High-Precision Propagation via Differentiable Programming},
author={Acciarini, Giacomo and Baydin, At{\i}l{\i}m G{\"u}ne{\c{s}} and Izzo, Dario},
journal={arXiv preprint arXiv:2402.04830},
year={2024}
}
```

## Installation

Via [pip](https://pypi.org/project/dsgp4/):
Expand All @@ -55,20 +69,6 @@ cd dSGP4
pip install -e .
```

## How to cite

If you use `dsgp4` and/or find it useful, we would be grateful if you could star the repository and/or cite our work.
$\partial \textrm{SGP4}$ and its applications for ML hybrid propagation and more, can be found in our [publication](https://arxiv.org/abs/2402.04830):

```
@article{acciarini2024closing,
title={Closing the Gap Between SGP4 and High-Precision Propagation via Differentiable Programming},
author={Acciarini, Giacomo and Baydin, At{\i}l{\i}m G{\"u}ne{\c{s}} and Izzo, Dario},
journal={arXiv preprint arXiv:2402.04830},
year={2024}
}
```

## Documentation and examples

To get started, follow the examples in the [documentation](https://esa.github.io/dSGP4/). You will find tutorials with basic and more advanced functionalities and applications.
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