We compiled this list based on the literature and contributions from fellow Kagglers. I have divided it into sections to make it more manageable.
\nThe presence of methane in the atmosphere of an extrasolar planet
REPEATABILITY AND ACCURACY OF EXOPLANET ECLIPSE DEPTHS MEASURED WITH POST-CRYOGENIC SPITZER
Context of how difficult it is to calibrate astronomical data
If I have missed your post / if you think there are additional references that are useful to know, comment below and i can add it to the list.
\nHappy reading. 📚
", "messages": [ { "id": 2959804, "postDate": "2024-08-15T10:40:45.417Z", "content": "We compiled this list based on the literature and contributions from fellow Kagglers. I have divided it into sections to make it more manageable.
\nThe presence of methane in the atmosphere of an extrasolar planet
REPEATABILITY AND ACCURACY OF EXOPLANET ECLIPSE DEPTHS MEASURED WITH POST-CRYOGENIC SPITZER
Context of how difficult it is to calibrate astronomical data
If I have missed your post / if you think there are additional references that are useful to know, comment below and i can add it to the list.
\nHappy reading. 📚
", "rawMarkdown": "# Curated Literature and Kaggler Contributions\n\nWe compiled this list based on the literature and contributions from fellow Kagglers. I have divided it into sections to make it more manageable. \n\n## Data Detrending\n\n- [The presence of methane in the atmosphere of an extrasolar planet](https://www.nature.com/articles/nature06823) \n\n* [JWST pipeline](https://jwst-pipeline.readthedocs.io/en/latest/jwst/user_documentation/introduction.html)\n* [Eureka!](https://joss.theoj.org/papers/10.21105/joss.04503.pdf)\n* [Iraclis](https://ui.adsabs.harvard.edu/abs/2016ApJ...832..202T/abstract)\n* [REPEATABILITY AND ACCURACY OF EXOPLANET ECLIPSE DEPTHS MEASURED WITH POST-CRYOGENIC SPITZER](https://iopscience.iop.org/article/10.3847/0004-6256/152/2/44) \n* [Context of how difficult it is to calibrate astronomical data](https://ui.adsabs.harvard.edu/abs/2024MNRAS.531...35M/abstract)\n\n## Atmospheric Characterisation\n* [Five Key Exoplanet Questions Answered via the Analysis of 25 Hot-Jupiter Atmospheres in Eclipse](https://ui.adsabs.harvard.edu/abs/2022ApJS..260....3C/abstract)\n*[Exploring the Ability of Hubble Space Telescope WFC3 G141 to Uncover Trends in Populations of Exoplanet Atmospheres through a Homogeneous Transmission Survey of 70 Gaseous Planets](https://ui.adsabs.harvard.edu/abs/2023ApJS..269...31E/abstract)\n* [ARES. V. No Evidence For Molecular Absorption in the HST WFC3 Spectrum of GJ 1132 b](https://ui.adsabs.harvard.edu/abs/2021AJ....161..284M/abstract)\n* [ARES I: WASP-76 b, A Tale of Two HST Spectra](https://ui.adsabs.harvard.edu/abs/2020AJ....160....8E/abstract)\n* [A Population Study of Gaseous Exoplanets](https://iopscience.iop.org/article/10.3847/1538-3881/aaaf75) \n\n## ADC 2024 proposal for NeurIPS\n* [Proposal](https://openreview.net/attachment?id=1mGm9tHrFT&name=pdf)\nNote that a lot have changed since then, please use it to understand the background and context of the challenge, but dont take the setup word by word. \n\n## Past ADC Solutions and Literature\n* [Kaggle Discussion: Past Solutions](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/523588)\n* [Ariel Data Challenge Resources](https://www.ariel-datachallenge.space/ML/documentation/resources)\n\n## NeurIPS References\n\n* [Kaggle Discussion: NeurIPS References](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/524754)\n\n## References from Across Kaggle\n\n* [Kaggle Discussion: References](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/523612)\n\nIf I have missed your post / if you think there are additional references that are useful to know, comment below and i can add it to the list. \n\nHappy reading. 📚", "votes": 29 }, { "id": 2960642, "postDate": "2024-08-16T03:52:26.553Z", "content": "Thanks for the references, but the ones that require payment - any place we can get those for no cost?
", "rawMarkdown": "Thanks for the references, but the ones that require payment - any place we can get those for no cost?", "votes": 1 }, { "id": 2960410, "postDate": "2024-08-15T21:05:12.883Z", "content": "@gordonyip Thanks for this info! Should we account for the possible case where there are multiple stars in the data? https://exosim2-public.readthedocs.io/en/latest/user/focal_plane/pointing.html#multiple-sources
", "rawMarkdown": "@gordonyip Thanks for this info! Should we account for the possible case where there are multiple stars in the data? https://exosim2-public.readthedocs.io/en/latest/user/focal_plane/pointing.html#multiple-sources", "votes": 1 }, { "id": 3007058, "postDate": "2024-10-04T21:11:16.157Z", "content": "thanks, that was helpful
", "rawMarkdown": "thanks, that was helpful" } ], "comments": [ { "id": 2960642, "author_name": "PC Jimmmy", "author_url": "", "post_date": "2024-08-16T03:52:26.553000", "content": "Thanks for the references, but the ones that require payment - any place we can get those for no cost?
", "votes": 1, "replies": [] }, { "id": 2960410, "author_name": "Jay", "author_url": "", "post_date": "2024-08-15T21:05:12.883000", "content": "@gordonyip Thanks for this info! Should we account for the possible case where there are multiple stars in the data? https://exosim2-public.readthedocs.io/en/latest/user/focal_plane/pointing.html#multiple-sources
", "votes": 1, "replies": [] }, { "id": 3007058, "author_name": "Shahrzad Nosrat", "author_url": "", "post_date": "2024-10-04T21:11:16.157000", "content": "thanks, that was helpful
", "votes": 0, "replies": [] } ], "raw_markdown_by_id": { "2959804": "# Curated Literature and Kaggler Contributions\n\nWe compiled this list based on the literature and contributions from fellow Kagglers. I have divided it into sections to make it more manageable. \n\n## Data Detrending\n\n- [The presence of methane in the atmosphere of an extrasolar planet](https://www.nature.com/articles/nature06823) \n\n* [JWST pipeline](https://jwst-pipeline.readthedocs.io/en/latest/jwst/user_documentation/introduction.html)\n* [Eureka!](https://joss.theoj.org/papers/10.21105/joss.04503.pdf)\n* [Iraclis](https://ui.adsabs.harvard.edu/abs/2016ApJ...832..202T/abstract)\n* [REPEATABILITY AND ACCURACY OF EXOPLANET ECLIPSE DEPTHS MEASURED WITH POST-CRYOGENIC SPITZER](https://iopscience.iop.org/article/10.3847/0004-6256/152/2/44) \n* [Context of how difficult it is to calibrate astronomical data](https://ui.adsabs.harvard.edu/abs/2024MNRAS.531...35M/abstract)\n\n## Atmospheric Characterisation\n* [Five Key Exoplanet Questions Answered via the Analysis of 25 Hot-Jupiter Atmospheres in Eclipse](https://ui.adsabs.harvard.edu/abs/2022ApJS..260....3C/abstract)\n*[Exploring the Ability of Hubble Space Telescope WFC3 G141 to Uncover Trends in Populations of Exoplanet Atmospheres through a Homogeneous Transmission Survey of 70 Gaseous Planets](https://ui.adsabs.harvard.edu/abs/2023ApJS..269...31E/abstract)\n* [ARES. V. No Evidence For Molecular Absorption in the HST WFC3 Spectrum of GJ 1132 b](https://ui.adsabs.harvard.edu/abs/2021AJ....161..284M/abstract)\n* [ARES I: WASP-76 b, A Tale of Two HST Spectra](https://ui.adsabs.harvard.edu/abs/2020AJ....160....8E/abstract)\n* [A Population Study of Gaseous Exoplanets](https://iopscience.iop.org/article/10.3847/1538-3881/aaaf75) \n\n## ADC 2024 proposal for NeurIPS\n* [Proposal](https://openreview.net/attachment?id=1mGm9tHrFT&name=pdf)\nNote that a lot have changed since then, please use it to understand the background and context of the challenge, but dont take the setup word by word. \n\n## Past ADC Solutions and Literature\n* [Kaggle Discussion: Past Solutions](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/523588)\n* [Ariel Data Challenge Resources](https://www.ariel-datachallenge.space/ML/documentation/resources)\n\n## NeurIPS References\n\n* [Kaggle Discussion: NeurIPS References](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/524754)\n\n## References from Across Kaggle\n\n* [Kaggle Discussion: References](https://www.kaggle.com/competitions/ariel-data-challenge-2024/discussion/523612)\n\nIf I have missed your post / if you think there are additional references that are useful to know, comment below and i can add it to the list. \n\nHappy reading. 📚", "2960642": "Thanks for the references, but the ones that require payment - any place we can get those for no cost?", "2960410": "@gordonyip Thanks for this info! Should we account for the possible case where there are multiple stars in the data? https://exosim2-public.readthedocs.io/en/latest/user/focal_plane/pointing.html#multiple-sources", "3007058": "thanks, that was helpful" } }