I installed pycharm normally via bin/pycharm.sh, but the mistake I made was doing bash pycharm.sh while the pycharm directory has inside the D
bin/pycharm.sh
bash pycharm.sh
I guess you didn't check 'Create the entry for all users (requires superuser privileges)' option on Tools -> Create Desktop Entry. You should check it.
You don't have to create something new.