fokker-planck-equation

There are 0 repository under fokker-planck-equation topic.

• Large-Scale-Wasserstein-Gradient-Flows

  PetrMokrov / Large-Scale-Wasserstein-Gradient-Flows

  Source code for Large-Scale Wasserstein Gradient Flows (NeurIPS 2021)

  optimal-transportwasserstein-gradient-flowsdeep-learningpytorchfokker-planck-equationnonlinear-filteringbayesian-logistic-regression
  Language:Jupyter Notebook 28

• dimitra-maoutsa / odes_for_sdes

  Deterministic particle dynamics for simulating Fokker-Planck probability flows

  sdepde-solversamplingmachine-learningpythonscore-matchingfokker-planck-equationfokkerplanckscore-basedscore-based-modelslogarithmic-gradientscore-function-estimator
  Language:Jupyter Notebook 22

• AndreiChertkov / fpcross

  Solver in the low-rank tensor train format with cross approximation approach for the multidimensional Fokker-Planck equation

  fokker-planckfokker-planck-equationfokker-planck-equationsfokkerplancklow-rank-approximationtensor-decompositiontensor-traintensor-trains
  Language:Python 12

• juliankappler / PySTFP

  Python module for (symbolic) evaluation of the short-time Fokker-Planck propagator to arbitrary accuracy

  fokker-planckfokker-planck-equationlangevin-dynamicspropagatorstochastic-processestransition-density
  Language:Python 2

• alcrene / fokker-planck-brief-intro

  A brief, opinionated introduction to the Fokker-Planck equation

  fokker-planck-equationtutorial
  Language:TeX 1

• Louis-Finegan / Convection-Diffusion-Models-Finite-Difference-Method-Python3

  Applying the finite-difference method to the Convection Diffusion equation in python3. Examples included: One dimensional Heat equation, Transport equation, Fokker-Plank equation and some two dimensional examples.

  convection-diffusionfinite-difference-methodfokker-planck-equationheat-equationjupyter-notebookmathematical-modellingmatplotlibmatplotlib-animationnumpypython3transport-equation
  Language:Python 1

• YashLokare02 / ClassicalNonlinearSystems

  This repository contains code to implement the classical (construction of the Hermitian form of the Fokker-Planck operator matrix) and quantum (QPE + VQSVD) subroutines. Additionally, it contains: 1) results for the steady-state expectation values of the FPE operator and 2) results for <x^2>.

  classical-dynamicsfokker-planck-equationquantum-algorithmsquantum-computingdirect-statistical-simulation
  Language:Jupyter Notebook 1

• ppravatto / Smoluchowski-Rotor-Chain

  Smoluchowski-Rotor-Chain is a simple C++ program devoted to the diffusive simulation of a chain of hydrodynamically independent 2D rotors interacting with a nearest-neighbour potential. The software solves the Symmetrized Fokker-Planck-Smoluchowski eigenvalue problem by expansion over a basis set.

  diffusion-equationfokker-planck-equationstochastic-processes
  Language:C++ 0

• RePlasma / 10.1017-S002237782000118X

  Compton scattering in particle-in-cell codes

  collisioncomptonfokker-planck-equationkompaneetsnonlinear-pdepicplasma
  Language:Mathematica