Identifying Exoplanets with Deep Learning. IV. Removing Stellar Activity Signals from Radial Velocity Measurements Using Neural Networks (code)

Andrew Cameron (Creator)

Dataset

Date made available	2022
Publisher	GitHub

Software

Software

Contact

[email protected]

Access Dataset

https://github.com/zdebeurs/exoplanet-ml/tree/master/exoplanet-ml/rv_net

2 Finished

Astronomy at St Andrews 2018-2021: Astronomy at St Andrews 2018-2021
Jardine, M. (PI), Bonnell, I. (CoI), Cameron, A. (CoI), Cyganowski, C. (CoI), Dominik, M. (CoI), Helling, C. (CoI), Horne, K. (CoI), Scholz, A. (CoI), Tojeiro, R. (CoI), Weijmans, A.-M. (CoI), Wild, V. (CoI), Woitke, P. (CoI), Wood, K. (CoI) & Zhao, H. (CoI)
1/04/18 → 31/03/22
Project: Standard
Support for the PLATO Development: Support for the PLATO Development Phase 2017-2022: Planet candidate ranking and validation
Cameron, A. (PI)
Science & Technology Facilities Council
1/08/17 → 31/12/22
Project: Standard

1 Article

Identifying exoplanets with deep learning. IV. Removing stellar activity signals from radial velocity measurements using neural networks
de Beurs, Z. L., Vanderburg, A., Shallue, C. J., Dumusque, X., Cameron, A. C., Leet, C., Buchhave, L. A., Cosentino, R., Ghedina, A., Haywood, R. D., Langellier, N., Latham, D. W., López-Morales, M., Mayor, M., Micela, G., Milbourne, T. W., Mortier, A., Molinari, E., Pepe, F. & Phillips, D. F. & 7 others, Pinamonti, M., Piotto, G., Rice, K., Sasselov, D., Sozzetti, A., Udry, S. & Watson, C. A., 1 Aug 2022, In: Astronomical Journal. 164, 2, 21 p., 49.
Research output: Contribution to journal › Article › peer-review

Open Access
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