Questions on the calculus of stochastic processes, or processes that have a random component.

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Some good references for diffusions

I have given a diffusion equation $$ dX_t = -\nabla V(X_t) \, dt + \sigma dB_t$$ together with a bunch of questions. I am looking for references that answer the following questions. Invariant ...