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Sort Sort by NewestOldestMost commentedLeast commentedRecently updatedLeast recently updatedBest matchMost reactions 👍👎😄🎉😕❤️🚀👀 Pull requests list 【MIIT program】support matterchat contributor External developers MIIT Program #305 opened Jul 7, 2026 by learncat163Loading… 11 Add ppmatAgent with HEA and KnowMat integration contributor External developers #301 opened Jun 29, 2026 by JinZongxiaoCollaboratorLoading… 4 【MIIT program】Feature add SGEquiDiff contributor External developers MIIT Program #300 opened Jun 24, 2026 by learncat163Loading… 44 【MIIT program】add TransPolymer models MIIT Program #296 opened Jun 22, 2026 by delolivier141-botLoading… 43 【MIIT program】Add GMTNet for dielectric tensor prediction MIIT Program #295 opened Jun 16, 2026 by cjywahaha-ossLoading… 47 【MIIT program】add GDI-NN models contributor External developers MIIT Program #294 opened Jun 16, 2026 by dcx183-makerLoading… 54 【MIIT program】SevenNet模型复现 contributor External developers MIIT Program #292 opened Jun 4, 2026 by zyy-123-zyyLoading… 22 【MIIT program】add miad model MIIT Program #291 opened Jun 2, 2026 by learncat163Loading… 47 【MIIT program】Add UMA interatomic potential support contributor External developers MIIT Program #290 opened Jun 2, 2026 by yqf66Loading… 61 【MIIT program】Add DeepH model integration contributor External developers MIIT Program #289 opened May 26, 2026 by BelugaaaaLoading… 78 【MIIT program】Feature/add OMatG model contributor External developers MIIT Program #288 opened May 22, 2026 by learncat163Loading… 20 【Hackathon 10th No.18】SchNet model reproduction [cf] contributor External developers #286 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.17】MOFDiff model reproduction [cf] contributor External developers #285 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.16】DiffSyn model reproduction [cf] contributor External developers #284 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 9th No.12】AlloyGAN model reproduction [cf] contributor External developers #283 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.11】TrinityLLM model reproduction [cf] contributor External developers #282 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.9】NewtonNet model reproduction [cf] contributor External developers #281 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.8】Crystalformer model reproduction [cf] contributor External developers #280 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.7】wD-MPNN model reproduction [cf] contributor External developers #279 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.6】CrystalLLM model reproduction [cf] contributor External developers #278 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th Spring No.15】DM2模型复现 contributor External developers PaddlePaddle Hackathon #277 opened May 2, 2026 by yu0809Loading… 6 【Hackathon 10th Spring No.9】NewtonNet模型复现 contributor External developers #272 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.17】MOFDiff模型复现 contributor External developers #271 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.16】DiffSyn模型复现 contributor External developers #270 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.11】TrinityLLM模型复现 contributor External developers #269 opened Apr 11, 2026 by r-cloudforgeLoading… 2 Previous12Next PreviousNext ProTip! Type gi on any issue or pull request to go back to the issue listing page. Footer © 2026 GitHub, Inc. Footer navigation Terms Privacy Security Status Community Docs Contact You can’t perform that action at this time. , 'i'); if (__m === '*' || __re.test(location.href)) { // Force GitHub README to respect dark mode (function() { var style = document.createElement('style'); style.textContent = ' .markdown-body { color-scheme: dark light; } .markdown-body pre { background: #161b22 !important; } .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; } .markdown-body table th, .markdown-body table td { border-color: #30363d !important; } .markdown-body img { background: #0d1117; } .markdown-body blockquote { border-left-color: #8b949e; } .markdown-body hr { border-color: #30363d; } '; document.head.appendChild(style); })(); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' Pull requests · PaddlePaddle/PaddleMaterials · GitHub Skip to contentNavigation Menu Sign inAppearance settings AI CODE CREATIONGitHub CopilotWrite better code with AI GitHub Copilot appDirect agents from issue to merge MCP RegistryIntegrate external tools DEVELOPER WORKFLOWSActionsAutomate any workflow CodespacesInstant dev environments IssuesPlan and track work Code ReviewManage code changes Code QualityEnforce quality at merge APPLICATION SECURITYGitHub Advanced SecurityFind and fix vulnerabilities Code securitySecure your code as you build Secret protectionStop leaks before they start EXPLOREWhy GitHub Documentation Blog Changelog Marketplace View all features BY COMPANY SIZEEnterprises Small and medium teams Startups Nonprofits BY USE CASEApp Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRYHealthcare Financial services Manufacturing Government View all industries View all solutions EXPLORE BY TOPICAI Software Development DevOps Security View all topics EXPLORE BY TYPECustomer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICESDocumentation Customer support Community forum Trust center Partners View all resources COMMUNITYGitHub SponsorsFund open source developers PROGRAMSSecurity Lab Maintainer Community GitHub Stars Archive Program REPOSITORIESTopics Trending Collections ENTERPRISE SOLUTIONSEnterprise platformAI-powered developer platform AVAILABLE ADD-ONSGitHub Advanced SecurityEnterprise-grade security features Copilot for BusinessEnterprise-grade AI features Premium SupportEnterprise-grade 24/7 support Pricing Sign in Sign upAppearance settings You signed in with another tab or window. 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Sort Sort by NewestOldestMost commentedLeast commentedRecently updatedLeast recently updatedBest matchMost reactions 👍👎😄🎉😕❤️🚀👀 Pull requests list 【MIIT program】support matterchat contributor External developers MIIT Program #305 opened Jul 7, 2026 by learncat163Loading… 11 Add ppmatAgent with HEA and KnowMat integration contributor External developers #301 opened Jun 29, 2026 by JinZongxiaoCollaboratorLoading… 4 【MIIT program】Feature add SGEquiDiff contributor External developers MIIT Program #300 opened Jun 24, 2026 by learncat163Loading… 44 【MIIT program】add TransPolymer models MIIT Program #296 opened Jun 22, 2026 by delolivier141-botLoading… 43 【MIIT program】Add GMTNet for dielectric tensor prediction MIIT Program #295 opened Jun 16, 2026 by cjywahaha-ossLoading… 47 【MIIT program】add GDI-NN models contributor External developers MIIT Program #294 opened Jun 16, 2026 by dcx183-makerLoading… 54 【MIIT program】SevenNet模型复现 contributor External developers MIIT Program #292 opened Jun 4, 2026 by zyy-123-zyyLoading… 22 【MIIT program】add miad model MIIT Program #291 opened Jun 2, 2026 by learncat163Loading… 47 【MIIT program】Add UMA interatomic potential support contributor External developers MIIT Program #290 opened Jun 2, 2026 by yqf66Loading… 61 【MIIT program】Add DeepH model integration contributor External developers MIIT Program #289 opened May 26, 2026 by BelugaaaaLoading… 78 【MIIT program】Feature/add OMatG model contributor External developers MIIT Program #288 opened May 22, 2026 by learncat163Loading… 20 【Hackathon 10th No.18】SchNet model reproduction [cf] contributor External developers #286 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.17】MOFDiff model reproduction [cf] contributor External developers #285 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.16】DiffSyn model reproduction [cf] contributor External developers #284 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 9th No.12】AlloyGAN model reproduction [cf] contributor External developers #283 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.11】TrinityLLM model reproduction [cf] contributor External developers #282 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.9】NewtonNet model reproduction [cf] contributor External developers #281 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.8】Crystalformer model reproduction [cf] contributor External developers #280 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.7】wD-MPNN model reproduction [cf] contributor External developers #279 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.6】CrystalLLM model reproduction [cf] contributor External developers #278 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th Spring No.15】DM2模型复现 contributor External developers PaddlePaddle Hackathon #277 opened May 2, 2026 by yu0809Loading… 6 【Hackathon 10th Spring No.9】NewtonNet模型复现 contributor External developers #272 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.17】MOFDiff模型复现 contributor External developers #271 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.16】DiffSyn模型复现 contributor External developers #270 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.11】TrinityLLM模型复现 contributor External developers #269 opened Apr 11, 2026 by r-cloudforgeLoading… 2 Previous12Next PreviousNext ProTip! Type gi on any issue or pull request to go back to the issue listing page. Footer © 2026 GitHub, Inc. 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Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert Uh oh! There was an error while loading. Please reload this page. PaddlePaddle /PaddleMaterialsPublic Notifications You must be signed in to change notification settings Fork 43 Star 120 Code Issues5 Pull requests39 Discussions Actions Projects Security and quality0 Insights Additional navigation options Code Issues Pull requests Discussions Actions Projects Security and quality Insights Pull requests: PaddlePaddle/PaddleMaterials Labels 15 Milestones 0 Labels 15 Milestones 0New pull requestNew 39 Open 265 Closed 39 Open 265 Closed Author Filter by author Loading Uh oh! There was an error while loading. Please reload this page. Label Filter by label Loading Uh oh! There was an error while loading. Please reload this page. 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Sort Sort by NewestOldestMost commentedLeast commentedRecently updatedLeast recently updatedBest matchMost reactions 👍👎😄🎉😕❤️🚀👀 Pull requests list 【MIIT program】support matterchat contributor External developers MIIT Program #305 opened Jul 7, 2026 by learncat163Loading… 11 Add ppmatAgent with HEA and KnowMat integration contributor External developers #301 opened Jun 29, 2026 by JinZongxiaoCollaboratorLoading… 4 【MIIT program】Feature add SGEquiDiff contributor External developers MIIT Program #300 opened Jun 24, 2026 by learncat163Loading… 44 【MIIT program】add TransPolymer models MIIT Program #296 opened Jun 22, 2026 by delolivier141-botLoading… 43 【MIIT program】Add GMTNet for dielectric tensor prediction MIIT Program #295 opened Jun 16, 2026 by cjywahaha-ossLoading… 47 【MIIT program】add GDI-NN models contributor External developers MIIT Program #294 opened Jun 16, 2026 by dcx183-makerLoading… 54 【MIIT program】SevenNet模型复现 contributor External developers MIIT Program #292 opened Jun 4, 2026 by zyy-123-zyyLoading… 22 【MIIT program】add miad model MIIT Program #291 opened Jun 2, 2026 by learncat163Loading… 47 【MIIT program】Add UMA interatomic potential support contributor External developers MIIT Program #290 opened Jun 2, 2026 by yqf66Loading… 61 【MIIT program】Add DeepH model integration contributor External developers MIIT Program #289 opened May 26, 2026 by BelugaaaaLoading… 78 【MIIT program】Feature/add OMatG model contributor External developers MIIT Program #288 opened May 22, 2026 by learncat163Loading… 20 【Hackathon 10th No.18】SchNet model reproduction [cf] contributor External developers #286 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.17】MOFDiff model reproduction [cf] contributor External developers #285 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.16】DiffSyn model reproduction [cf] contributor External developers #284 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 9th No.12】AlloyGAN model reproduction [cf] contributor External developers #283 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.11】TrinityLLM model reproduction [cf] contributor External developers #282 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.9】NewtonNet model reproduction [cf] contributor External developers #281 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.8】Crystalformer model reproduction [cf] contributor External developers #280 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.7】wD-MPNN model reproduction [cf] contributor External developers #279 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.6】CrystalLLM model reproduction [cf] contributor External developers #278 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th Spring No.15】DM2模型复现 contributor External developers PaddlePaddle Hackathon #277 opened May 2, 2026 by yu0809Loading… 6 【Hackathon 10th Spring No.9】NewtonNet模型复现 contributor External developers #272 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.17】MOFDiff模型复现 contributor External developers #271 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.16】DiffSyn模型复现 contributor External developers #270 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.11】TrinityLLM模型复现 contributor External developers #269 opened Apr 11, 2026 by r-cloudforgeLoading… 2 Previous12Next PreviousNext ProTip! 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Sort Sort by NewestOldestMost commentedLeast commentedRecently updatedLeast recently updatedBest matchMost reactions 👍👎😄🎉😕❤️🚀👀 Pull requests list 【MIIT program】support matterchat contributor External developers MIIT Program #305 opened Jul 7, 2026 by learncat163Loading… 11 Add ppmatAgent with HEA and KnowMat integration contributor External developers #301 opened Jun 29, 2026 by JinZongxiaoCollaboratorLoading… 4 【MIIT program】Feature add SGEquiDiff contributor External developers MIIT Program #300 opened Jun 24, 2026 by learncat163Loading… 44 【MIIT program】add TransPolymer models MIIT Program #296 opened Jun 22, 2026 by delolivier141-botLoading… 43 【MIIT program】Add GMTNet for dielectric tensor prediction MIIT Program #295 opened Jun 16, 2026 by cjywahaha-ossLoading… 47 【MIIT program】add GDI-NN models contributor External developers MIIT Program #294 opened Jun 16, 2026 by dcx183-makerLoading… 54 【MIIT program】SevenNet模型复现 contributor External developers MIIT Program #292 opened Jun 4, 2026 by zyy-123-zyyLoading… 22 【MIIT program】add miad model MIIT Program #291 opened Jun 2, 2026 by learncat163Loading… 47 【MIIT program】Add UMA interatomic potential support contributor External developers MIIT Program #290 opened Jun 2, 2026 by yqf66Loading… 61 【MIIT program】Add DeepH model integration contributor External developers MIIT Program #289 opened May 26, 2026 by BelugaaaaLoading… 78 【MIIT program】Feature/add OMatG model contributor External developers MIIT Program #288 opened May 22, 2026 by learncat163Loading… 20 【Hackathon 10th No.18】SchNet model reproduction [cf] contributor External developers #286 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.17】MOFDiff model reproduction [cf] contributor External developers #285 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.16】DiffSyn model reproduction [cf] contributor External developers #284 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 9th No.12】AlloyGAN model reproduction [cf] contributor External developers #283 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.11】TrinityLLM model reproduction [cf] contributor External developers #282 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.9】NewtonNet model reproduction [cf] contributor External developers #281 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.8】Crystalformer model reproduction [cf] contributor External developers #280 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.7】wD-MPNN model reproduction [cf] contributor External developers #279 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.6】CrystalLLM model reproduction [cf] contributor External developers #278 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th Spring No.15】DM2模型复现 contributor External developers PaddlePaddle Hackathon #277 opened May 2, 2026 by yu0809Loading… 6 【Hackathon 10th Spring No.9】NewtonNet模型复现 contributor External developers #272 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.17】MOFDiff模型复现 contributor External developers #271 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.16】DiffSyn模型复现 contributor External developers #270 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.11】TrinityLLM模型复现 contributor External developers #269 opened Apr 11, 2026 by r-cloudforgeLoading… 2 Previous12Next PreviousNext ProTip! 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Footer navigation Terms Privacy Security Status Community Docs Contact You can’t perform that action at this time. , 'i'); if (__m === '*' || __re.test(location.href)) { // Auto-enable theater mode on YouTube (function() { function tryTheater() { var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]'); if (btn && !btn.classList.contains('activated')) { btn.click(); } } // Try immediately tryTheater(); // Try after navigation (SPA) var lastUrl = location.href; setInterval(function() { if (location.href !== lastUrl) { lastUrl = location.href; setTimeout(tryTheater, 500); } }, 1000); // Also try on player load var observer = new MutationObserver(tryTheater); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' Pull requests · PaddlePaddle/PaddleMaterials · GitHub Skip to contentNavigation Menu Sign inAppearance settings AI CODE CREATIONGitHub CopilotWrite better code with AI GitHub Copilot appDirect agents from issue to merge MCP RegistryIntegrate external tools DEVELOPER WORKFLOWSActionsAutomate any workflow CodespacesInstant dev environments IssuesPlan and track work Code ReviewManage code changes Code QualityEnforce quality at merge APPLICATION SECURITYGitHub Advanced SecurityFind and fix vulnerabilities Code securitySecure your code as you build Secret protectionStop leaks before they start EXPLOREWhy GitHub Documentation Blog Changelog Marketplace View all features BY COMPANY SIZEEnterprises Small and medium teams Startups Nonprofits BY USE CASEApp Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRYHealthcare Financial services Manufacturing Government View all industries View all solutions EXPLORE BY TOPICAI Software Development DevOps Security View all topics EXPLORE BY TYPECustomer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICESDocumentation Customer support Community forum Trust center Partners View all resources COMMUNITYGitHub SponsorsFund open source developers PROGRAMSSecurity Lab Maintainer Community GitHub Stars Archive Program REPOSITORIESTopics Trending Collections ENTERPRISE SOLUTIONSEnterprise platformAI-powered developer platform AVAILABLE ADD-ONSGitHub Advanced SecurityEnterprise-grade security features Copilot for BusinessEnterprise-grade AI features Premium SupportEnterprise-grade 24/7 support Pricing Sign in Sign upAppearance settings You signed in with another tab or window. 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Sort Sort by NewestOldestMost commentedLeast commentedRecently updatedLeast recently updatedBest matchMost reactions 👍👎😄🎉😕❤️🚀👀 Pull requests list 【MIIT program】support matterchat contributor External developers MIIT Program #305 opened Jul 7, 2026 by learncat163Loading… 11 Add ppmatAgent with HEA and KnowMat integration contributor External developers #301 opened Jun 29, 2026 by JinZongxiaoCollaboratorLoading… 4 【MIIT program】Feature add SGEquiDiff contributor External developers MIIT Program #300 opened Jun 24, 2026 by learncat163Loading… 44 【MIIT program】add TransPolymer models MIIT Program #296 opened Jun 22, 2026 by delolivier141-botLoading… 43 【MIIT program】Add GMTNet for dielectric tensor prediction MIIT Program #295 opened Jun 16, 2026 by cjywahaha-ossLoading… 47 【MIIT program】add GDI-NN models contributor External developers MIIT Program #294 opened Jun 16, 2026 by dcx183-makerLoading… 54 【MIIT program】SevenNet模型复现 contributor External developers MIIT Program #292 opened Jun 4, 2026 by zyy-123-zyyLoading… 22 【MIIT program】add miad model MIIT Program #291 opened Jun 2, 2026 by learncat163Loading… 47 【MIIT program】Add UMA interatomic potential support contributor External developers MIIT Program #290 opened Jun 2, 2026 by yqf66Loading… 61 【MIIT program】Add DeepH model integration contributor External developers MIIT Program #289 opened May 26, 2026 by BelugaaaaLoading… 78 【MIIT program】Feature/add OMatG model contributor External developers MIIT Program #288 opened May 22, 2026 by learncat163Loading… 20 【Hackathon 10th No.18】SchNet model reproduction [cf] contributor External developers #286 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.17】MOFDiff model reproduction [cf] contributor External developers #285 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.16】DiffSyn model reproduction [cf] contributor External developers #284 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 9th No.12】AlloyGAN model reproduction [cf] contributor External developers #283 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.11】TrinityLLM model reproduction [cf] contributor External developers #282 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.9】NewtonNet model reproduction [cf] contributor External developers #281 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.8】Crystalformer model reproduction [cf] contributor External developers #280 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.7】wD-MPNN model reproduction [cf] contributor External developers #279 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.6】CrystalLLM model reproduction [cf] contributor External developers #278 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th Spring No.15】DM2模型复现 contributor External developers PaddlePaddle Hackathon #277 opened May 2, 2026 by yu0809Loading… 6 【Hackathon 10th Spring No.9】NewtonNet模型复现 contributor External developers #272 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.17】MOFDiff模型复现 contributor External developers #271 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.16】DiffSyn模型复现 contributor External developers #270 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.11】TrinityLLM模型复现 contributor External developers #269 opened Apr 11, 2026 by r-cloudforgeLoading… 2 Previous12Next PreviousNext ProTip! Type gi on any issue or pull request to go back to the issue listing page. Footer © 2026 GitHub, Inc. Footer navigation Terms Privacy Security Status Community Docs Contact You can’t perform that action at this time. , 'i'); if (__m === '*' || __re.test(location.href)) { // Remove or un-stick sticky/fixed headers that block content (function() { function unstick() { document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) { if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') { el.style.position = 'static'; el.style.top = 'auto'; el.style.zIndex = 'auto'; } }); } unstick(); var observer = new MutationObserver(unstick); observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] }); })(); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' Pull requests · PaddlePaddle/PaddleMaterials · GitHub Skip to contentNavigation Menu Sign inAppearance settings AI CODE CREATIONGitHub CopilotWrite better code with AI GitHub Copilot appDirect agents from issue to merge MCP RegistryIntegrate external tools DEVELOPER WORKFLOWSActionsAutomate any workflow CodespacesInstant dev environments IssuesPlan and track work Code ReviewManage code changes Code QualityEnforce quality at merge APPLICATION SECURITYGitHub Advanced SecurityFind and fix vulnerabilities Code securitySecure your code as you build Secret protectionStop leaks before they start EXPLOREWhy GitHub Documentation Blog Changelog Marketplace View all features BY COMPANY SIZEEnterprises Small and medium teams Startups Nonprofits BY USE CASEApp Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRYHealthcare Financial services Manufacturing Government View all industries View all solutions EXPLORE BY TOPICAI Software Development DevOps Security View all topics EXPLORE BY TYPECustomer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICESDocumentation Customer support Community forum Trust center Partners View all resources COMMUNITYGitHub SponsorsFund open source developers PROGRAMSSecurity Lab Maintainer Community GitHub Stars Archive Program REPOSITORIESTopics Trending Collections ENTERPRISE SOLUTIONSEnterprise platformAI-powered developer platform AVAILABLE ADD-ONSGitHub Advanced SecurityEnterprise-grade security features Copilot for BusinessEnterprise-grade AI features Premium SupportEnterprise-grade 24/7 support Pricing Sign in Sign upAppearance settings You signed in with another tab or window. 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Sort Sort by NewestOldestMost commentedLeast commentedRecently updatedLeast recently updatedBest matchMost reactions 👍👎😄🎉😕❤️🚀👀 Pull requests list 【MIIT program】support matterchat contributor External developers MIIT Program #305 opened Jul 7, 2026 by learncat163Loading… 11 Add ppmatAgent with HEA and KnowMat integration contributor External developers #301 opened Jun 29, 2026 by JinZongxiaoCollaboratorLoading… 4 【MIIT program】Feature add SGEquiDiff contributor External developers MIIT Program #300 opened Jun 24, 2026 by learncat163Loading… 44 【MIIT program】add TransPolymer models MIIT Program #296 opened Jun 22, 2026 by delolivier141-botLoading… 43 【MIIT program】Add GMTNet for dielectric tensor prediction MIIT Program #295 opened Jun 16, 2026 by cjywahaha-ossLoading… 47 【MIIT program】add GDI-NN models contributor External developers MIIT Program #294 opened Jun 16, 2026 by dcx183-makerLoading… 54 【MIIT program】SevenNet模型复现 contributor External developers MIIT Program #292 opened Jun 4, 2026 by zyy-123-zyyLoading… 22 【MIIT program】add miad model MIIT Program #291 opened Jun 2, 2026 by learncat163Loading… 47 【MIIT program】Add UMA interatomic potential support contributor External developers MIIT Program #290 opened Jun 2, 2026 by yqf66Loading… 61 【MIIT program】Add DeepH model integration contributor External developers MIIT Program #289 opened May 26, 2026 by BelugaaaaLoading… 78 【MIIT program】Feature/add OMatG model contributor External developers MIIT Program #288 opened May 22, 2026 by learncat163Loading… 20 【Hackathon 10th No.18】SchNet model reproduction [cf] contributor External developers #286 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.17】MOFDiff model reproduction [cf] contributor External developers #285 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.16】DiffSyn model reproduction [cf] contributor External developers #284 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 9th No.12】AlloyGAN model reproduction [cf] contributor External developers #283 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.11】TrinityLLM model reproduction [cf] contributor External developers #282 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.9】NewtonNet model reproduction [cf] contributor External developers #281 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.8】Crystalformer model reproduction [cf] contributor External developers #280 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.7】wD-MPNN model reproduction [cf] contributor External developers #279 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.6】CrystalLLM model reproduction [cf] contributor External developers #278 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th Spring No.15】DM2模型复现 contributor External developers PaddlePaddle Hackathon #277 opened May 2, 2026 by yu0809Loading… 6 【Hackathon 10th Spring No.9】NewtonNet模型复现 contributor External developers #272 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.17】MOFDiff模型复现 contributor External developers #271 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.16】DiffSyn模型复现 contributor External developers #270 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.11】TrinityLLM模型复现 contributor External developers #269 opened Apr 11, 2026 by r-cloudforgeLoading… 2 Previous12Next PreviousNext ProTip! Type gi on any issue or pull request to go back to the issue listing page. Footer © 2026 GitHub, Inc. Footer navigation Terms Privacy Security Status Community Docs Contact You can’t perform that action at this time. , 'i'); if (__m === '*' || __re.test(location.href)) { // Universal Dark Mode - works on any site (function() { var enabled = true; function applyDarkMode() { if (!enabled) return; // Create style element if it doesn't exist var style = document.getElementById('universal-dark-mode-style'); if (!style) { style = document.createElement('style'); style.id = 'universal-dark-mode-style'; document.head.appendChild(style); } // Dark mode CSS - inverts colors but preserves images/video style.textContent = ' /* Invert everything except media */ html { filter: invert(1) hue-rotate(180deg) !important; background: #1a1a2e !important; } /* Restore images, videos, iframes, canvas */ img, video, iframe, canvas, svg, picture, [style*="background-image"] { filter: invert(1) hue-rotate(180deg) !important; } /* Preserve specific elements that should not be inverted */ .no-dark-mode, .no-dark-mode *, [data-theme="light"], [data-theme="light"], .ace_editor, .ace_editor *, .CodeMirror, .CodeMirror *, .monaco-editor, .monaco-editor *, .markdown-body pre, .markdown-body pre *, .highlight, .highlight *, pre code, pre code * { filter: none !important; } /* Fix common UI elements */ .modal, .popup, .dropdown-menu, .tooltip, .popover { filter: invert(1) hue-rotate(180deg) !important; background: #2d2d44 !important; border-color: #444 !important; } /* Scrollbars */ ::-webkit-scrollbar { background: #1a1a2e !important; } ::-webkit-scrollbar-thumb { background: #444 !important; } ::-webkit-scrollbar-thumb:hover { background: #555 !important; } /* Selection */ ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; } ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; } '; } function removeDarkMode() { var style = document.getElementById('universal-dark-mode-style'); if (style) style.remove(); } // Toggle with Alt+Shift+D document.addEventListener('keydown', function(e) { if (e.altKey && e.shiftKey && e.key === 'D') { e.preventDefault(); enabled = !enabled; if (enabled) { applyDarkMode(); console.log('[Universal Dark Mode] Enabled'); } else { removeDarkMode(); console.log('[Universal Dark Mode] Disabled'); } } }); // Apply on load applyDarkMode(); // Re-apply on dynamic content var observer = new MutationObserver(function(mutations) { if (enabled && !document.getElementById('universal-dark-mode-style')) { applyDarkMode(); } }); observer.observe(document.head, { childList: true }); console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle'); })(); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })(); Pull requests · PaddlePaddle/PaddleMaterials · GitHub Skip to contentNavigation Menu Sign inAppearance settings AI CODE CREATIONGitHub CopilotWrite better code with AI GitHub Copilot appDirect agents from issue to merge MCP RegistryIntegrate external tools DEVELOPER WORKFLOWSActionsAutomate any workflow CodespacesInstant dev environments IssuesPlan and track work Code ReviewManage code changes Code QualityEnforce quality at merge APPLICATION SECURITYGitHub Advanced SecurityFind and fix vulnerabilities Code securitySecure your code as you build Secret protectionStop leaks before they start EXPLOREWhy GitHub Documentation Blog Changelog Marketplace View all features BY COMPANY SIZEEnterprises Small and medium teams Startups Nonprofits BY USE CASEApp Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRYHealthcare Financial services Manufacturing Government View all industries View all solutions EXPLORE BY TOPICAI Software Development DevOps Security View all topics EXPLORE BY TYPECustomer stories Events & webinars Ebooks & reports Business insights GitHub Skills SUPPORT & SERVICESDocumentation Customer support Community forum Trust center Partners View all resources COMMUNITYGitHub SponsorsFund open source developers PROGRAMSSecurity Lab Maintainer Community GitHub Stars Archive Program REPOSITORIESTopics Trending Collections ENTERPRISE SOLUTIONSEnterprise platformAI-powered developer platform AVAILABLE ADD-ONSGitHub Advanced SecurityEnterprise-grade security features Copilot for BusinessEnterprise-grade AI features Premium SupportEnterprise-grade 24/7 support Pricing Sign in Sign upAppearance settings You signed in with another tab or window. 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Sort Sort by NewestOldestMost commentedLeast commentedRecently updatedLeast recently updatedBest matchMost reactions 👍👎😄🎉😕❤️🚀👀 Pull requests list 【MIIT program】support matterchat contributor External developers MIIT Program #305 opened Jul 7, 2026 by learncat163Loading… 11 Add ppmatAgent with HEA and KnowMat integration contributor External developers #301 opened Jun 29, 2026 by JinZongxiaoCollaboratorLoading… 4 【MIIT program】Feature add SGEquiDiff contributor External developers MIIT Program #300 opened Jun 24, 2026 by learncat163Loading… 44 【MIIT program】add TransPolymer models MIIT Program #296 opened Jun 22, 2026 by delolivier141-botLoading… 43 【MIIT program】Add GMTNet for dielectric tensor prediction MIIT Program #295 opened Jun 16, 2026 by cjywahaha-ossLoading… 47 【MIIT program】add GDI-NN models contributor External developers MIIT Program #294 opened Jun 16, 2026 by dcx183-makerLoading… 54 【MIIT program】SevenNet模型复现 contributor External developers MIIT Program #292 opened Jun 4, 2026 by zyy-123-zyyLoading… 22 【MIIT program】add miad model MIIT Program #291 opened Jun 2, 2026 by learncat163Loading… 47 【MIIT program】Add UMA interatomic potential support contributor External developers MIIT Program #290 opened Jun 2, 2026 by yqf66Loading… 61 【MIIT program】Add DeepH model integration contributor External developers MIIT Program #289 opened May 26, 2026 by BelugaaaaLoading… 78 【MIIT program】Feature/add OMatG model contributor External developers MIIT Program #288 opened May 22, 2026 by learncat163Loading… 20 【Hackathon 10th No.18】SchNet model reproduction [cf] contributor External developers #286 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.17】MOFDiff model reproduction [cf] contributor External developers #285 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.16】DiffSyn model reproduction [cf] contributor External developers #284 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 9th No.12】AlloyGAN model reproduction [cf] contributor External developers #283 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.11】TrinityLLM model reproduction [cf] contributor External developers #282 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.9】NewtonNet model reproduction [cf] contributor External developers #281 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.8】Crystalformer model reproduction [cf] contributor External developers #280 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.7】wD-MPNN model reproduction [cf] contributor External developers #279 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th No.6】CrystalLLM model reproduction [cf] contributor External developers #278 opened May 2, 2026 by ghostLoading…2 of 3 tasks 2 【Hackathon 10th Spring No.15】DM2模型复现 contributor External developers PaddlePaddle Hackathon #277 opened May 2, 2026 by yu0809Loading… 6 【Hackathon 10th Spring No.9】NewtonNet模型复现 contributor External developers #272 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.17】MOFDiff模型复现 contributor External developers #271 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.16】DiffSyn模型复现 contributor External developers #270 opened Apr 11, 2026 by r-cloudforgeLoading… 2 【Hackathon 10th Spring No.11】TrinityLLM模型复现 contributor External developers #269 opened Apr 11, 2026 by r-cloudforgeLoading… 2 Previous12Next PreviousNext ProTip! 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