Maximum Entropy Principle: Stochastic Differential Equations

Covers the theory of Brownian motion, diffusion, and random walks, with a focus on Einstein's theory for one-dimensional motion.

Covers diffusion, focusing on mass transport in fluids and its mathematical formulation.

Explores diffusion from a macroscopic perspective, emphasizing the derivation of the diffusion equation through mass conservation and fixed flux law.

Explores canonical transformations, focusing on existence, equations, simplicity, and differential equations' theory.