Lorenz attractors, statistical mechanics, nonlinear dynamical systems, computational physics.
Variational Inference for Langevin Equations
A python code to calculate the Brownian motion of colloidal particles in a time varying force field.
Python solver for the Brownian, Stochastic, or Noisy Differential Equations
Project funded by DFG. A jupyter-book that explores mearly a chunk of the field of nonlinear dynamics, specifically diffusion and random search in heterogeneous media. The book has various simulations for the stochastic process known as Brownian motion. The motion dynamics are simulated by solving the Langevin equation numerically for the differ…
Random Walk, Percolation, Ising Model, ..
Implementation of the paper : "Bayesian imaging using Plug & Play priors : when Langevin meets Tweedie"
Integration of the overdamped Langevin equations for an active Brownian circle swimmer (ABC).
Simulation of 2D Brownian Motion and the Fluctuation Theorem in Optical Tweezers
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