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kldivergence

This page contains all the codes used in 2403.00679 and 2411.08518

In 2403.00679 For Gaussian case: Fig. 3 and 5, see kl_underdamped_gauss (using Julia v1.7.3 and DifferentialEquations.jl v7.7.0)

For the overdamped solution of the cell problem, see OVERDAMPED_KL

For the computation of corrections to underdamped solutions, see underdamped_kl : Figs 6-8 of 2403.00679. Additionally, results shown in Figs 2 and 4 of 2411.08518 can also be found here

The codes for Entropy production case used in the preprint Minimal- work protocols for inertial particles in non-harmonic traps can be found in the entropy production repository. This also includes the code for Fig. 4 from 2403.00679.

In 2411.08518

For results shown in Figs 1 and 3, see the notebook mcintegration_entropy

For results shown in Fig 5, see the notebook mcintegration_neural

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Optimal control protocols minimizing KL divergence in the underdamped dynamics

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