Vuori is profiled mainly for both parallel and serial jobs of 1-256 cores (initial policy, may change) running users' own and/or academic codes as batch jobs. There is plenty of supported application software on Vuori.
The list of all supported applications on CSC's servers can be found at:
Ohjelmistot ja tietokannat
Software and databases
From this list you can select an application to see whether it's installed on Vuori. You will also find there more information on how to use the application.
The command module avail also shows most available system and application software on Vuori.
Chemistry: Gaussian, Turbomole
Mathematics: Matlab
Mathematical libraries: ACML (AMD), MKL (Intel)
Statistics: R