The best place to get Celestia for Android is on Google Play.
Celestia for iOS is provided exclusively on App Store.
You can join beta testing via TestFlight.
Celestia for macOS is available on Mac App Store.
Celestia for Windows/Xbox is available on Microsoft Store.
You can also sideload with the version provided on GitHub.