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===== Science cases =====

During the proposal phase of Europlanet 2024 RI, the scientific community was asked to submit so-called science cases - problems where machine learning approaches seem promising. The following science cases where selected and are now worked on in our work package.

^Proposer  ^Science Case  |
|IAP-CAS  |[[:science_cases:iap_science_cases:boundaries|Detection of plasma boundary crossings at planetary magnetospheres and in the solar wind ]](magnetospheres, plasma environments and space weather)  |
| ::: |[[:science_cases:iap_science_cases:waves|Classification of plasma wave emissions in electromagnetic spectra]] (planetary and solar radio emissions)  |
|INAF  |[[:science_cases:inaf_science_case|Mineral identification via reflectance spectra]] (planetary surfaces/compositions/interiors) \\  [possible applications foreseen in GMAP]  |
|DLR  |[[:science_cases:dlr_science_case|Classification of surface composition on the surface of Mercury]] (planetary surfaces/compositions/interiors) \\  [resulting data products can be used for GMAP]  |
|AOP  |Classification of meteors based on their lightcurves (small bodies, asteroids & comets)  |
|GMAP  |[[:science_cases:gmap_science_cases|Automatic recognition and analysis of planetary surface features]] (planetary surfaces/compositions/interiors)  |
|IWF-OEAW  |[[:science_cases:iwf_science_case|Detection and classification of CMEs in in-situ solar wind data]] (magnetospheres, plasma environments and space weather)  |
|LMSU  |[[:science_cases:lmsu_science_case|Search for magnetopause/shockwave crossings around Mercury based on MESSENGER data]] (magnetospheres, plasma environments and space weather)  |