I work on a project related to combustion and fuel efficiency and we need to run thousands to fluid mechanics simulations/FEA on the cluster computing facility

I work on a project related to combustion and fuel efficiency and we need to run thousands to fluid mechanics simulations/FEA on the cluster computing facility in our university. Sometimes they go like weeks to finish, a powerful clsuter machine will definitely speed up everything.