I think you might need hire engineers. What I mean is, someone in cs wouldn't have any papers to produce from applying well known parallelism techniques to your

I think you might need hire engineers. What I mean is, someone in cs wouldn't have any papers to produce from applying well known parallelism techniques to your problem. In academia, papers and innovation in one's field are the motivation. What physicists appear to need is well established and understood. Hire a parallelism expert