Publications

2021

Yip, K. H., Changeat, Q., Nikolaou, N., Morvan, M., Edwards, B., Waldmann, I. P., Tinetti, G. (2021). Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric Retrievals. arXiv preprint

Nikolaou, N., Waldmann, I. P.,Tsiaras, A, Morvan, M., Edwards, B., Yip, K. H., . . . Morik, K. (2021). Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots. arXiv preprint

Edwards, B., Changeat, Q., Mori, M., Anisman, L. O., Morvan, M., Yip, K. H., . . . Tinetti, G. (2021). Hubble WFC3 Spectroscopy of the Habitable-zone Super-Earth LHS 1140 b. The Astronomical Journal, 161(1), 44. doi: 10.3847/1538-3881/abc6a5

2020

Yip, K. H., Changeat, Q., Edwards, B., Morvan, M., Chubb, K. L., Tsiaras, A., . . . Tinetti, G. (2020). On the Compatibility of Ground-based and Space-based Data: WASP-96 b, an Example. The Astronomical Journal, 161(1), 4. doi: 10.3847/1538-3881/abc179

Yip, K. H., Tsiaras, A., Waldmann, I. P., & Tinetti, G. (2020). Integrating Light Curve and Atmospheric Modeling of Transiting Exoplanets. The Astronomical Journal, 160(4), 171. doi:10.3847/1538-3881/abaabc

Pluriel, W., Whiteford, N., Edwards, B., Changeat, Q., Yip, K. H., Baeyens, R., . . . Beaulieu, J. -P. (2020). ARES. III. Unveiling the Two Faces of KELT-7 b with HST WFC3. The Astronomical Journal, 160(3), 112. doi: 10.3847/1538-3881/aba000

Edwards, B., Changeat, Q., Yip, K. H., Tsiaras, A., Taylor, J., & Akhtar, B. (2020). Original Research By Young Twinkle Students (ORBYTS): Ephemeris Refinement of Transiting Exoplanets. Monthly Notices of the Royal Astronomical Society. doi: 10.1093/mnras/staa1245

Yip, K. H., Nikolaou, N., Coronica, P., Tsiaras, A., Edwards, B., Changeat, Q., . . . Waldmann, I. P. (2020). Pushing the Limits of Exoplanet Discovery via Direct Imaging with DeepLearning. In ECML. W├╝rzburg, Germany: Springer. doi: 10.1007/978-3-030-46133-1_20