A deterministic step ledger can define a training diffusion coefficient. Exact arithmetic here means exact results for the stated model inputs; measured inputs still carry uncertainty and significant-figure limits.

highlighted = computed this step

Step time closes the walk clock

Each step takes 2 seconds, so 4 steps take 8 seconds.

42=84\cdot2=8
Random walk ledgerStep count and step size set mean-square spread and diffusion.spreaddiffusionrms

Step length and step time define training diffusion

The one-dimensional training diffusion coefficient is 1 square metre per second.

D=22/(22)=1D=2^{2}/(2\cdot2)=1
Random walk ledgerStep count and step size set mean-square spread and diffusion.spreaddiffusionrms