MSimon wrote:
I'm gobsmacked. It seemed so obvious to me (I hadn't looked too closely) that you need to follow particles AND velocity. I had assumed that is what PIC codes did.
Yup, me too. But reading the details is interesting - they all assume a velocity distribution of some kind at each space point, then compute the flow from that assumption.
It seems to me that following a thousand particles or so (replenish as required) would tell you so much. It might even be good enough to tell some about diamagnetism (WB effect).
If you don't know the velocity how can you tell if you have a scattering collision or a fusion collision?
Collisions are a totally different part of the story. you can do a good model with no collisions at all, and add the fusion collisions independently from that. In fact, you could set up one system of computers to follow the plasma, and another system to collect that data and compute fusion processes. The fusion particle energies are so much higher than the rest of the system, they can be followed separately. Scattering collisions add complexity - as density increases they will become important. They can be tracked with the plasma, they don't have to be included with fusion processes.
Now I'm starting to see that Plasma models are no better than climate models. They are a mixture of first principles and ad hoc assumptions adjusted to get the results that seem "reasonable".
That's about it. The nice thing about the Polywell from a modeling perspective is that the boundary conditions are well defined and we can slowly add complexity as each subsection is debugged. You can match experiments to computing as well. For example, run at 10^-8 torr with just an electron source and measure current flows into MaGrid and walls - does it match or not? Add pure H at 10^-4 torr, include ionization, and check again. It is an ideal set up - the theory and experiments can be used to make decisions about what directions to go next and give confidence that each step makes sense.
When experiments help debug theory, it's a good thing!!