This doesn't sound right.It's not just that, actually. It has to do with the fact that the majority of the scientific-focused applications are built atop the QT4 and other KDE libraries, making it much better suited to operating atop the KDE desktop environment. Certainly it *can* be run in GNOME at the cost of additional memory usage and other resources