I come from a computer science background and I want to learn details about LBM in fluid simulation.
I have been searching around for a concise tutorial that tells me how LBM is used to solve a certain fluid problem(a PDE?).
Unfortunately I was depressed with the large number of advanced studies and papers that assumed prior knowledge.
I understand there exist quite a few papers on LBM fluid simulation written by computer scientists. However I am not satisfied with those work concentrating on implementation techniques on a specific device(like GPU) only.
I teach myself some basic knowledge on real analysis/ODE/PDE. And I think maybe I need some extra learning on Statistical Mechanics/Lebesgue Measure theory... I am totally unfamiliar with these fields. I need your hints on how to choose the right direction towards understanding Lattice Boltzmann Methods.
Any suggestions appreciated. Thank you for your time.