René's URL Explorer Experiment


Title: GitHub - venturi123/DRLinFluids: An open-source Python platform of coupling deep reinforcement learning and OpenFOAM · GitHub

Open Graph Title: GitHub - venturi123/DRLinFluids: An open-source Python platform of coupling deep reinforcement learning and OpenFOAM

X Title: GitHub - venturi123/DRLinFluids: An open-source Python platform of coupling deep reinforcement learning and OpenFOAM

Description: An open-source Python platform of coupling deep reinforcement learning and OpenFOAM - venturi123/DRLinFluids

Open Graph Description: An open-source Python platform of coupling deep reinforcement learning and OpenFOAM - venturi123/DRLinFluids

X Description: An open-source Python platform of coupling deep reinforcement learning and OpenFOAM - venturi123/DRLinFluids

Opengraph URL: https://github.com/venturi123/DRLinFluids

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:4594d03f-251b-13ba-aea9-17da34818d11
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idE596:C3FF9:1D171DD:29D6E50:6A4BD67F
html-safe-noncefec3ede92e6c9f89fbef53e7ee2b9e5dbb529fe88df93f596c91e92513ab377a
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFNTk2OkMzRkY5OjFEMTcxREQ6MjlENkU1MDo2QTRCRDY3RiIsInZpc2l0b3JfaWQiOiIyMzE5MDMxMDQ3MzgxODMzMzQzIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac4e03958c603d82a675c0117cba9d215f029bc0519a8aa619c4f57162c97e4c59
hovercard-subject-tagrepository:493974819
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/venturi123/DRLinFluids
twitter:imagehttps://opengraph.githubassets.com/6ad4f3ed6e32206e808831629c6249e3009195426b25f27d0bcb1a3d2e4d31c2/venturi123/DRLinFluids
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/6ad4f3ed6e32206e808831629c6249e3009195426b25f27d0bcb1a3d2e4d31c2/venturi123/DRLinFluids
og:image:altAn open-source Python platform of coupling deep reinforcement learning and OpenFOAM - venturi123/DRLinFluids
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None9df996be9551ac02247d09a2f7f64ece66c35ca28885d346e98fdfda9cdaa37b
turbo-cache-controlno-cache
go-importgithub.com/venturi123/DRLinFluids git https://github.com/venturi123/DRLinFluids.git
octolytics-dimension-user_id19996167
octolytics-dimension-user_loginventuri123
octolytics-dimension-repository_id493974819
octolytics-dimension-repository_nwoventuri123/DRLinFluids
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id493974819
octolytics-dimension-repository_network_root_nwoventuri123/DRLinFluids
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release7242837c61fe4c8b774b83b9ee05b1881ba589f8
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/venturi123/DRLinFluids#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fventuri123%2FDRLinFluids
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fventuri123%2FDRLinFluids
Sign up https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=venturi123%2FDRLinFluids
Reloadhttps://github.com/venturi123/DRLinFluids
Reloadhttps://github.com/venturi123/DRLinFluids
Reloadhttps://github.com/venturi123/DRLinFluids
venturi123 https://github.com/venturi123
DRLinFluidshttps://github.com/venturi123/DRLinFluids
Notifications https://github.com/login?return_to=%2Fventuri123%2FDRLinFluids
Fork 40 https://github.com/login?return_to=%2Fventuri123%2FDRLinFluids
Star 188 https://github.com/login?return_to=%2Fventuri123%2FDRLinFluids
Code https://github.com/venturi123/DRLinFluids
Issues 11 https://github.com/venturi123/DRLinFluids/issues
Pull requests 2 https://github.com/venturi123/DRLinFluids/pulls
Actions https://github.com/venturi123/DRLinFluids/actions
Projects https://github.com/venturi123/DRLinFluids/projects
Security and quality 0 https://github.com/venturi123/DRLinFluids/security
Insights https://github.com/venturi123/DRLinFluids/pulse
Code https://github.com/venturi123/DRLinFluids
Issues https://github.com/venturi123/DRLinFluids/issues
Pull requests https://github.com/venturi123/DRLinFluids/pulls
Actions https://github.com/venturi123/DRLinFluids/actions
Projects https://github.com/venturi123/DRLinFluids/projects
Security and quality https://github.com/venturi123/DRLinFluids/security
Insights https://github.com/venturi123/DRLinFluids/pulse
https://github.com/venturi123/DRLinFluids
Brancheshttps://github.com/venturi123/DRLinFluids/branches
Tagshttps://github.com/venturi123/DRLinFluids/tags
https://github.com/venturi123/DRLinFluids/branches
https://github.com/venturi123/DRLinFluids/tags
46 Commitshttps://github.com/venturi123/DRLinFluids/commits/main/
https://github.com/venturi123/DRLinFluids/commits/main/
docshttps://github.com/venturi123/DRLinFluids/tree/main/docs
docshttps://github.com/venturi123/DRLinFluids/tree/main/docs
exampleshttps://github.com/venturi123/DRLinFluids/tree/main/examples
exampleshttps://github.com/venturi123/DRLinFluids/tree/main/examples
src/drlinfluidshttps://github.com/venturi123/DRLinFluids/tree/main/src/drlinfluids
src/drlinfluidshttps://github.com/venturi123/DRLinFluids/tree/main/src/drlinfluids
.gitignorehttps://github.com/venturi123/DRLinFluids/blob/main/.gitignore
.gitignorehttps://github.com/venturi123/DRLinFluids/blob/main/.gitignore
CONDUCT.mdhttps://github.com/venturi123/DRLinFluids/blob/main/CONDUCT.md
CONDUCT.mdhttps://github.com/venturi123/DRLinFluids/blob/main/CONDUCT.md
CONTRIBUTING.mdhttps://github.com/venturi123/DRLinFluids/blob/main/CONTRIBUTING.md
CONTRIBUTING.mdhttps://github.com/venturi123/DRLinFluids/blob/main/CONTRIBUTING.md
LICENSEhttps://github.com/venturi123/DRLinFluids/blob/main/LICENSE
LICENSEhttps://github.com/venturi123/DRLinFluids/blob/main/LICENSE
README.mdhttps://github.com/venturi123/DRLinFluids/blob/main/README.md
README.mdhttps://github.com/venturi123/DRLinFluids/blob/main/README.md
poetry.lockhttps://github.com/venturi123/DRLinFluids/blob/main/poetry.lock
poetry.lockhttps://github.com/venturi123/DRLinFluids/blob/main/poetry.lock
pyproject.tomlhttps://github.com/venturi123/DRLinFluids/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/venturi123/DRLinFluids/blob/main/pyproject.toml
singularity_install.shhttps://github.com/venturi123/DRLinFluids/blob/main/singularity_install.sh
singularity_install.shhttps://github.com/venturi123/DRLinFluids/blob/main/singularity_install.sh
READMEhttps://github.com/venturi123/DRLinFluids
Contributinghttps://github.com/venturi123/DRLinFluids
Licensehttps://github.com/venturi123/DRLinFluids
https://github.com/venturi123/DRLinFluids#drlinfluids
https://github.com/venturi123/DRLinFluids/blob/main/LICENSE
https://github.com/venturi123/DRLinFluids#introduction
OpenFOAMhttps://en.wikipedia.org/wiki/OpenFOAM
https://github.com/venturi123/DRLinFluids#features
https://github.com/venturi123/DRLinFluids#installation
Singularityhttps://github.com/sylabs/singularity
https://docs.sylabs.io/guides/3.11/user-guide/https://docs.sylabs.io/guides/3.11/user-guide/
https://www.youtube.com/watch?v=nQTMJ9hqKNIhttps://www.youtube.com/watch?v=nQTMJ9hqKNI
https://hpc.hku.hk/hpc/software/singularity-container/https://hpc.hku.hk/hpc/software/singularity-container/
https://www.cuhk.edu.hk/itsc/hpc/singularity.htmlhttps://www.cuhk.edu.hk/itsc/hpc/singularity.html
https://researchcomputing.princeton.edu/support/knowledge-base/singularityhttps://researchcomputing.princeton.edu/support/knowledge-base/singularity
https://hpc.nih.gov/apps/singularity.htmlhttps://hpc.nih.gov/apps/singularity.html
practical tutorialhttps://github.com/jerabaul29/guidelines_workflow_project
https://github.com/venturi123/DRLinFluids#from-singularity-preferred-by-most-users
https://github.com/venturi123/DRLinFluids#from-singularity-tar-package-recommanded-for-stale-singularity-version
Releaseshttps://github.com/venturi123/DRLinFluids/releases
https://github.com/venturi123/DRLinFluids#from-singularity-manually
https://github.com/venturi123/DRLinFluids#examples
https://github.com/venturi123/DRLinFluids#run-step-by-step
https://github.com/venturi123/DRLinFluids#how-to-cite
https://github.com/venturi123/DRLinFluids#publications-using-drlinfluids-package
DRLinFluids: An open-source Python platform of coupling deep reinforcement learning and OpenFOAMhttps://doi.org/10.1063/5.0103113
Deep reinforcement learning-based active flow control of vortex-induced vibration of a square cylinderhttps://doi.org/10.1063/5.0152777
Stabilizing the square cylinder wake using deep reinforcement learning for different jet locationshttps://doi.org/10.1063/5.0171188
Aerodynamic force reduction of rectangular cylinder using deep reinforcement learning-controlled multiple jetshttps://doi.org/10.1063/5.0189009
Intelligent active flow control of long-span bridge deck using deep reinforcement learning integrated transfer learninghttps://doi.org/10.1016/j.jweia.2023.105632
Dynamic feature-based deep reinforcement learning for flow control of circular cylinder with sparse surface pressure sensinghttps://doi.org/10.1017/jfm.2024.333
Active flow control of square cylinder adaptive to wind direction using deep reinforcement learninghttps://doi.org/10.1103/PhysRevFluids.9.094607
Deep reinforcement cross-domain transfer learning of active flow control for three-dimensional bluff body flowhttps://doi.org/10.1016/j.jcp.2025.113893
https://github.com/venturi123/DRLinFluids#contributing
https://github.com/venturi123/DRLinFluids#license
Readme https://github.com/venturi123/DRLinFluids#readme-ov-file
View license https://github.com/venturi123/DRLinFluids#License-1-ov-file
Contributing https://github.com/venturi123/DRLinFluids#contributing-ov-file
Please reload this pagehttps://github.com/venturi123/DRLinFluids
Activityhttps://github.com/venturi123/DRLinFluids/activity
40 forkshttps://github.com/venturi123/DRLinFluids/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fventuri123%2FDRLinFluids&report=venturi123+%28user%29
Releases 1https://github.com/venturi123/DRLinFluids/releases
DRLinFluids 0.1.1 Latest Jul 14, 2023 https://github.com/venturi123/DRLinFluids/releases/tag/v0.1.1
Packages 0https://github.com/users/venturi123/packages?repo_name=DRLinFluids
Please reload this pagehttps://github.com/venturi123/DRLinFluids
Contributorshttps://github.com/venturi123/DRLinFluids/graphs/contributors
Please reload this pagehttps://github.com/venturi123/DRLinFluids
Python 87.2% https://github.com/venturi123/DRLinFluids/search?l=python
Shell 12.8% https://github.com/venturi123/DRLinFluids/search?l=shell
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.