{"id":13288336,"url":"https://github.com/LKohlhepp/Ito-Monte-Carlo","last_synced_at":"2025-03-10T06:33:28.520Z","repository":{"id":43811940,"uuid":"460630228","full_name":"LKohlhepp/Ito-Monte-Carlo","owner":"LKohlhepp","description":"MC-Simulation of the Ito-SDE (Krülls 1994)","archived":false,"fork":false,"pushed_at":"2022-02-17T22:52:57.000Z","size":8,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2023-02-24T06:27:19.145Z","etag":null,"topics":["astronomy","astrophysics","cuda","gpu-acceleration","monte-carlo","physics-simulation","simulation","stochastic-differential-equations"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/LKohlhepp.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2022-02-17T22:33:39.000Z","updated_at":"2022-09-18T06:17:16.000Z","dependencies_parsed_at":"2022-09-22T15:40:37.656Z","dependency_job_id":null,"html_url":"https://github.com/LKohlhepp/Ito-Monte-Carlo","commit_stats":null,"previous_names":[],"tags_count":null,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LKohlhepp%2FIto-Monte-Carlo","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LKohlhepp%2FIto-Monte-Carlo/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LKohlhepp%2FIto-Monte-Carlo/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LKohlhepp%2FIto-Monte-Carlo/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/LKohlhepp","download_url":"https://codeload.github.com/LKohlhepp/Ito-Monte-Carlo/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":242805420,"owners_count":20187995,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["astronomy","astrophysics","cuda","gpu-acceleration","monte-carlo","physics-simulation","simulation","stochastic-differential-equations"],"created_at":"2024-07-29T16:56:17.981Z","updated_at":"2025-03-10T06:33:25.391Z","avatar_url":"https://github.com/LKohlhepp.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Ito-Monte-Carlo\n\nMonte Carlo Simulation for simulating Ito's stochastic differential equations\n\nFollowing: \n[Krülls, W. M.; Achterberg, A. Computation of cosmic-ray acceleration by Ito's stochastic differential equations. \nAstronomy and Astrophysics, Vol. 286, p. 314-327. 1994](https://ui.adsabs.harvard.edu/abs/1994A%26A...286..314K/abstract)\n\nThis is a particle shock simulation in AGN jets. By choosing different parameters in the simulations \nFermi shocks of 1st and 2nd order as well as the syncrotron process can be simulated. \n\nThe file ```sed_solvle.py``` contains the more general version that allows general functions for some of the parameters. \n\nThe file ```sed_fast.py``` is more specific and is costumized for the parameter and function choices of Krülls (1994). \nTherefore, it could be programmed to utilize the GPU running mulitple Monte-Carlo-Simulations in parallel. \n\nRequirments:\n* ```sed_solvle.py```:\n  + numpy\n* ```sed_fast.py```\n  + numpy\n  + numba\n  + cudatoolkit\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FLKohlhepp%2FIto-Monte-Carlo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FLKohlhepp%2FIto-Monte-Carlo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FLKohlhepp%2FIto-Monte-Carlo/lists"}