Stochastic Differential Equation (SDE) is an ODE with a random ingredient added
(the drift) - deterministic part, like a normal ODE (diffusion) - represents random fluctuations from a Brownian motion (mathematical model of random jiggling)
Because of randomness solving a SDE doesn’t give one curve, it gives a distribution of possible paths