René's URL Explorer Experiment


Title: GitHub - thuml/Transolver: About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366

Open Graph Title: GitHub - thuml/Transolver: About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366

X Title: GitHub - thuml/Transolver: About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366

Description: About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366 - thuml/Transolver

Open Graph Description: About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366 - thuml/Transolver

X Description: About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366 - thuml/Transolver

Mail addresses
wuhx23@mails.tsinghua.edu.cn

Opengraph URL: https://github.com/thuml/Transolver

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:6dc3eba7-1edf-0424-c979-b5f37e97127f
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idB8AA:AFF70:5739F8:71CDF6:698D2028
html-safe-nonce336be36eec38bc14f85ec6d2faf0e25faf748c5f073427894ec10dba2fec67ac
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCOEFBOkFGRjcwOjU3MzlGODo3MUNERjY6Njk4RDIwMjgiLCJ2aXNpdG9yX2lkIjoiNDA4NjkwNDU2NDk2MzE1NjAwOCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac24633aa9135166771ff2ff789f259180e9c23268ec22c4dee93e1254fa88e0de
hovercard-subject-tagrepository:806056957
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/thuml/Transolver
twitter:imagehttps://opengraph.githubassets.com/cfe96bb1e9fb30e110ff1e449dee7d3b0d2dc571ec1341cdc003c553557b55ff/thuml/Transolver
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/cfe96bb1e9fb30e110ff1e449dee7d3b0d2dc571ec1341cdc003c553557b55ff/thuml/Transolver
og:image:altAbout code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366 - thuml/Transolver
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonec25395580e1e3bf82d705e0982a1b24255366088720fef945f1493d5e3e67954
turbo-cache-controlno-preview
go-importgithub.com/thuml/Transolver git https://github.com/thuml/Transolver.git
octolytics-dimension-user_id23359141
octolytics-dimension-user_loginthuml
octolytics-dimension-repository_id806056957
octolytics-dimension-repository_nwothuml/Transolver
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id806056957
octolytics-dimension-repository_network_root_nwothuml/Transolver
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
release94219dcb9c044792ec271fd5b23c73419858bef7
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/thuml/Transolver#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fthuml%2FTransolver
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
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
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fthuml%2FTransolver
Sign up https://patch-diff.githubusercontent.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=thuml%2FTransolver
Reloadhttps://patch-diff.githubusercontent.com/thuml/Transolver
Reloadhttps://patch-diff.githubusercontent.com/thuml/Transolver
Reloadhttps://patch-diff.githubusercontent.com/thuml/Transolver
thuml https://patch-diff.githubusercontent.com/thuml
Transolverhttps://patch-diff.githubusercontent.com/thuml/Transolver
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fthuml%2FTransolver
Fork 42 https://patch-diff.githubusercontent.com/login?return_to=%2Fthuml%2FTransolver
Star 263 https://patch-diff.githubusercontent.com/login?return_to=%2Fthuml%2FTransolver
https://arxiv.org/abs/2402.02366https://arxiv.org/abs/2402.02366
MIT license https://patch-diff.githubusercontent.com/thuml/Transolver/blob/main/LICENSE
263 stars https://patch-diff.githubusercontent.com/thuml/Transolver/stargazers
42 forks https://patch-diff.githubusercontent.com/thuml/Transolver/forks
Branches https://patch-diff.githubusercontent.com/thuml/Transolver/branches
Tags https://patch-diff.githubusercontent.com/thuml/Transolver/tags
Activity https://patch-diff.githubusercontent.com/thuml/Transolver/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fthuml%2FTransolver
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fthuml%2FTransolver
Code https://patch-diff.githubusercontent.com/thuml/Transolver
Issues 5 https://patch-diff.githubusercontent.com/thuml/Transolver/issues
Pull requests 1 https://patch-diff.githubusercontent.com/thuml/Transolver/pulls
Actions https://patch-diff.githubusercontent.com/thuml/Transolver/actions
Projects 0 https://patch-diff.githubusercontent.com/thuml/Transolver/projects
Security 0 https://patch-diff.githubusercontent.com/thuml/Transolver/security
Insights https://patch-diff.githubusercontent.com/thuml/Transolver/pulse
Code https://patch-diff.githubusercontent.com/thuml/Transolver
Issues https://patch-diff.githubusercontent.com/thuml/Transolver/issues
Pull requests https://patch-diff.githubusercontent.com/thuml/Transolver/pulls
Actions https://patch-diff.githubusercontent.com/thuml/Transolver/actions
Projects https://patch-diff.githubusercontent.com/thuml/Transolver/projects
Security https://patch-diff.githubusercontent.com/thuml/Transolver/security
Insights https://patch-diff.githubusercontent.com/thuml/Transolver/pulse
Brancheshttps://patch-diff.githubusercontent.com/thuml/Transolver/branches
Tagshttps://patch-diff.githubusercontent.com/thuml/Transolver/tags
https://patch-diff.githubusercontent.com/thuml/Transolver/branches
https://patch-diff.githubusercontent.com/thuml/Transolver/tags
37 Commitshttps://patch-diff.githubusercontent.com/thuml/Transolver/commits/main/
https://patch-diff.githubusercontent.com/thuml/Transolver/commits/main/
Airfoil-Design-AirfRANShttps://patch-diff.githubusercontent.com/thuml/Transolver/tree/main/Airfoil-Design-AirfRANS
Airfoil-Design-AirfRANShttps://patch-diff.githubusercontent.com/thuml/Transolver/tree/main/Airfoil-Design-AirfRANS
Car-Design-ShapeNetCarhttps://patch-diff.githubusercontent.com/thuml/Transolver/tree/main/Car-Design-ShapeNetCar
Car-Design-ShapeNetCarhttps://patch-diff.githubusercontent.com/thuml/Transolver/tree/main/Car-Design-ShapeNetCar
PDE-Solving-StandardBenchmarkhttps://patch-diff.githubusercontent.com/thuml/Transolver/tree/main/PDE-Solving-StandardBenchmark
PDE-Solving-StandardBenchmarkhttps://patch-diff.githubusercontent.com/thuml/Transolver/tree/main/PDE-Solving-StandardBenchmark
pichttps://patch-diff.githubusercontent.com/thuml/Transolver/tree/main/pic
pichttps://patch-diff.githubusercontent.com/thuml/Transolver/tree/main/pic
.gitignorehttps://patch-diff.githubusercontent.com/thuml/Transolver/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/thuml/Transolver/blob/main/.gitignore
LICENSEhttps://patch-diff.githubusercontent.com/thuml/Transolver/blob/main/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/thuml/Transolver/blob/main/LICENSE
Physics_Attention.pyhttps://patch-diff.githubusercontent.com/thuml/Transolver/blob/main/Physics_Attention.py
Physics_Attention.pyhttps://patch-diff.githubusercontent.com/thuml/Transolver/blob/main/Physics_Attention.py
README.mdhttps://patch-diff.githubusercontent.com/thuml/Transolver/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/thuml/Transolver/blob/main/README.md
READMEhttps://patch-diff.githubusercontent.com/thuml/Transolver
MIT licensehttps://patch-diff.githubusercontent.com/thuml/Transolver
https://patch-diff.githubusercontent.com/thuml/Transolver#transolver-icml-2024-spotlight
Transolver-3https://arxiv.org/pdf/2602.04940
Transolver++https://arxiv.org/abs/2502.02414v1
GitHub Repositoryhttps://github.com/thuml/Transolver_plus
Neural-Solver-Libraryhttps://github.com/thuml/Neural-Solver-Library
Transolver++https://arxiv.org/abs/2502.02414v1
NVIDIA physicsnemohttps://github.com/NVIDIA/physicsnemo/tree/main/examples/cfd/darcy_transolver
[Paper]https://arxiv.org/abs/2402.02366
[Slides]https://wuhaixu2016.github.io/pdf/ICML2024_Transolver.pdf
[Poster]https://wuhaixu2016.github.io/pdf/poster_ICML2024_Transolver.pdf
https://patch-diff.githubusercontent.com/thuml/Transolver/blob/main/.\pic\Transolver.png
https://patch-diff.githubusercontent.com/thuml/Transolver#transolver-vs-previous-transformer-operators
https://patch-diff.githubusercontent.com/thuml/Transolver/blob/main/.\pic\physical_states.png
https://patch-diff.githubusercontent.com/thuml/Transolver#get-started
./Physics_Attention.pyhttps://github.com/thuml/Transolver/blob/main/Physics_Attention.py
./PDE-Solving-StandardBenchmarkhttps://github.com/thuml/Transolver/tree/main/PDE-Solving-StandardBenchmark
./Car-Design-ShapeNetCarhttps://github.com/thuml/Transolver/tree/main/Car-Design-ShapeNetCar
./Airfoil-Design-AirfRANShttps://github.com/thuml/Transolver/tree/main/Airfoil-Design-AirfRANS
https://patch-diff.githubusercontent.com/thuml/Transolver#results
https://patch-diff.githubusercontent.com/thuml/Transolver/blob/main/.\PDE-Solving-StandardBenchmark\fig\standard_benchmark.png
https://patch-diff.githubusercontent.com/thuml/Transolver/blob/main/.\Airfoil-Design-AirfRANS\fig\results.png
https://patch-diff.githubusercontent.com/thuml/Transolver#showcases
https://patch-diff.githubusercontent.com/thuml/Transolver/blob/main/.\pic\showcases.png
https://arxiv.org/pdf/2510.15201https://arxiv.org/pdf/2510.15201
https://patch-diff.githubusercontent.com/thuml/Transolver#citation
https://patch-diff.githubusercontent.com/thuml/Transolver#contact
https://patch-diff.githubusercontent.com/thuml/Transolver#acknowledgement
https://github.com/neuraloperator/neuraloperatorhttps://github.com/neuraloperator/neuraloperator
https://github.com/neuraloperator/Geo-FNOhttps://github.com/neuraloperator/Geo-FNO
https://github.com/thuml/Latent-Spectral-Modelshttps://github.com/thuml/Latent-Spectral-Models
https://github.com/Extrality/AirfRANShttps://github.com/Extrality/AirfRANS
https://arxiv.org/abs/2402.02366https://arxiv.org/abs/2402.02366
Readme https://patch-diff.githubusercontent.com/thuml/Transolver#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/thuml/Transolver#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/thuml/Transolver
Activityhttps://patch-diff.githubusercontent.com/thuml/Transolver/activity
Custom propertieshttps://patch-diff.githubusercontent.com/thuml/Transolver/custom-properties
263 starshttps://patch-diff.githubusercontent.com/thuml/Transolver/stargazers
5 watchinghttps://patch-diff.githubusercontent.com/thuml/Transolver/watchers
42 forkshttps://patch-diff.githubusercontent.com/thuml/Transolver/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fthuml%2FTransolver&report=thuml+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/thuml/Transolver/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/thuml/packages?repo_name=Transolver
Please reload this pagehttps://patch-diff.githubusercontent.com/thuml/Transolver
Contributors 4https://patch-diff.githubusercontent.com/thuml/Transolver/graphs/contributors
https://github.com/wuhaixu2016
wuhaixu2016 https://github.com/wuhaixu2016
https://github.com/mnabian
mnabian Mohammad Amin Nabian https://github.com/mnabian
https://github.com/wangguan1995
wangguan1995 WG https://github.com/wangguan1995
https://github.com/Dominik-RISC
Dominik-RISC Dominik Freinberger https://github.com/Dominik-RISC
Python 97.8% https://patch-diff.githubusercontent.com/thuml/Transolver/search?l=python
Jupyter Notebook 1.3% https://patch-diff.githubusercontent.com/thuml/Transolver/search?l=jupyter-notebook
Shell 0.9% https://patch-diff.githubusercontent.com/thuml/Transolver/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.