ETA, 13:25 CDT: Here's Charlie Thornton's research page, to which the title refers: he just defended his M.S. thesis on a visualization front end for "Self-Learning Kinetic Monte Carlo (SLKMC)".
ETA, 15:00 CDT: And the colorbar, which I hope explains the rest:
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Banazir