Program gone from desktop

Do you mean that you downloaded DMG package for Mac OSX (which appears as a Volume in Finder) and run GanttProject without installing it to Applications? Find your downloaded ganttproject-2.8.5-r2179.dmg file in Downloads and double-click it. It will show up in the Finder again. Drag GanttProject to Applications to “install” it.