@DataAnalyticsEngineering

Data Analytics in Engineering

The Data Analytics in Engineering research group is located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.
README.md

Welcome to the Data Analytics in Engineering research group located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.

Generating and processing data from simulations and for simulations is our passion. Navigate to research to find out more about our scientific objectives.

For more information please visit our website.

Popular repositories Loading

  1. FANS FANSPublic

    FANS: an open-source, highly efficient, and parallel FFT-based homogenization solver for microscale multiphysics problems.

    C++ 23 7

  2. UMAT_2scale_LSDYNA UMAT_2scale_LSDYNAPublic

    Explore the fundamentals of implementing user-defined material routines in LS-DYNA using Python and C++. This includes the realization of two-scale simulation schemes using LS-DYNA.

    Jupyter Notebook 14 5

  3. MSUtils MSUtilsPublic

    Microstructure utilities for creating, processing and exporting voxelized 3D microstructure image datasets

    Python 6 1

  4. VoigtReussNet VoigtReussNetPublic

    AI4Engineering: Machine learning surrogates for universal microstructure-property forecasting with physical guarantees

    Python 5

  5. UNOCG UNOCGPublic

    Accelerating Conjugate Gradient Solvers using Unitary Neural Operators

    Python 5

  6. AiiDA-FANS AiiDA-FANSPublic

    The AiiDA plugin for FANS, an FFT-based homogenization solver.

    Python 4 1

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Showing 10 of 16 repositories
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all \u003cpre\u003e\u003ccode\u003e blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks"); } } catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); } })(); (function(){ try { var __m = "github.com"; var __re = new RegExp('^' + "github\\.com" + '
Skip to content
@DataAnalyticsEngineering

Data Analytics in Engineering

The Data Analytics in Engineering research group is located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.
README.md

Welcome to the Data Analytics in Engineering research group located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.

Generating and processing data from simulations and for simulations is our passion. Navigate to research to find out more about our scientific objectives.

For more information please visit our website.

Popular repositories Loading

  1. FANS FANSPublic

    FANS: an open-source, highly efficient, and parallel FFT-based homogenization solver for microscale multiphysics problems.

    C++ 23 7

  2. UMAT_2scale_LSDYNA UMAT_2scale_LSDYNAPublic

    Explore the fundamentals of implementing user-defined material routines in LS-DYNA using Python and C++. This includes the realization of two-scale simulation schemes using LS-DYNA.

    Jupyter Notebook 14 5

  3. MSUtils MSUtilsPublic

    Microstructure utilities for creating, processing and exporting voxelized 3D microstructure image datasets

    Python 6 1

  4. VoigtReussNet VoigtReussNetPublic

    AI4Engineering: Machine learning surrogates for universal microstructure-property forecasting with physical guarantees

    Python 5

  5. UNOCG UNOCGPublic

    Accelerating Conjugate Gradient Solvers using Unitary Neural Operators

    Python 5

  6. AiiDA-FANS AiiDA-FANSPublic

    The AiiDA plugin for FANS, an FFT-based homogenization solver.

    Python 4 1

Repositories

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content
@DataAnalyticsEngineering

Data Analytics in Engineering

The Data Analytics in Engineering research group is located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.
README.md

Welcome to the Data Analytics in Engineering research group located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.

Generating and processing data from simulations and for simulations is our passion. Navigate to research to find out more about our scientific objectives.

For more information please visit our website.

Popular repositories Loading

  1. FANS FANSPublic

    FANS: an open-source, highly efficient, and parallel FFT-based homogenization solver for microscale multiphysics problems.

    C++ 23 7

  2. UMAT_2scale_LSDYNA UMAT_2scale_LSDYNAPublic

    Explore the fundamentals of implementing user-defined material routines in LS-DYNA using Python and C++. This includes the realization of two-scale simulation schemes using LS-DYNA.

    Jupyter Notebook 14 5

  3. MSUtils MSUtilsPublic

    Microstructure utilities for creating, processing and exporting voxelized 3D microstructure image datasets

    Python 6 1

  4. VoigtReussNet VoigtReussNetPublic

    AI4Engineering: Machine learning surrogates for universal microstructure-property forecasting with physical guarantees

    Python 5

  5. UNOCG UNOCGPublic

    Accelerating Conjugate Gradient Solvers using Unitary Neural Operators

    Python 5

  6. AiiDA-FANS AiiDA-FANSPublic

    The AiiDA plugin for FANS, an FFT-based homogenization solver.

    Python 4 1

Repositories

Showing 10 of 16 repositories
View all repositories

Top languages

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length \u003e 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content
@DataAnalyticsEngineering

Data Analytics in Engineering

The Data Analytics in Engineering research group is located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.
README.md

Welcome to the Data Analytics in Engineering research group located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.

Generating and processing data from simulations and for simulations is our passion. Navigate to research to find out more about our scientific objectives.

For more information please visit our website.

Popular repositories Loading

  1. FANS FANSPublic

    FANS: an open-source, highly efficient, and parallel FFT-based homogenization solver for microscale multiphysics problems.

    C++ 23 7

  2. UMAT_2scale_LSDYNA UMAT_2scale_LSDYNAPublic

    Explore the fundamentals of implementing user-defined material routines in LS-DYNA using Python and C++. This includes the realization of two-scale simulation schemes using LS-DYNA.

    Jupyter Notebook 14 5

  3. MSUtils MSUtilsPublic

    Microstructure utilities for creating, processing and exporting voxelized 3D microstructure image datasets

    Python 6 1

  4. VoigtReussNet VoigtReussNetPublic

    AI4Engineering: Machine learning surrogates for universal microstructure-property forecasting with physical guarantees

    Python 5

  5. UNOCG UNOCGPublic

    Accelerating Conjugate Gradient Solvers using Unitary Neural Operators

    Python 5

  6. AiiDA-FANS AiiDA-FANSPublic

    The AiiDA plugin for FANS, an FFT-based homogenization solver.

    Python 4 1

Repositories

Showing 10 of 16 repositories
View all repositories

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
Skip to content
@DataAnalyticsEngineering

Data Analytics in Engineering

The Data Analytics in Engineering research group is located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.
README.md

Welcome to the Data Analytics in Engineering research group located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.

Generating and processing data from simulations and for simulations is our passion. Navigate to research to find out more about our scientific objectives.

For more information please visit our website.

Popular repositories Loading

  1. FANS FANSPublic

    FANS: an open-source, highly efficient, and parallel FFT-based homogenization solver for microscale multiphysics problems.

    C++ 23 7

  2. UMAT_2scale_LSDYNA UMAT_2scale_LSDYNAPublic

    Explore the fundamentals of implementing user-defined material routines in LS-DYNA using Python and C++. This includes the realization of two-scale simulation schemes using LS-DYNA.

    Jupyter Notebook 14 5

  3. MSUtils MSUtilsPublic

    Microstructure utilities for creating, processing and exporting voxelized 3D microstructure image datasets

    Python 6 1

  4. VoigtReussNet VoigtReussNetPublic

    AI4Engineering: Machine learning surrogates for universal microstructure-property forecasting with physical guarantees

    Python 5

  5. UNOCG UNOCGPublic

    Accelerating Conjugate Gradient Solvers using Unitary Neural Operators

    Python 5

  6. AiiDA-FANS AiiDA-FANSPublic

    The AiiDA plugin for FANS, an FFT-based homogenization solver.

    Python 4 1

Repositories

Showing 10 of 16 repositories
View all repositories

Top languages

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content
@DataAnalyticsEngineering

Data Analytics in Engineering

The Data Analytics in Engineering research group is located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.
README.md

Welcome to the Data Analytics in Engineering research group located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.

Generating and processing data from simulations and for simulations is our passion. Navigate to research to find out more about our scientific objectives.

For more information please visit our website.

Popular repositories Loading

  1. FANS FANSPublic

    FANS: an open-source, highly efficient, and parallel FFT-based homogenization solver for microscale multiphysics problems.

    C++ 23 7

  2. UMAT_2scale_LSDYNA UMAT_2scale_LSDYNAPublic

    Explore the fundamentals of implementing user-defined material routines in LS-DYNA using Python and C++. This includes the realization of two-scale simulation schemes using LS-DYNA.

    Jupyter Notebook 14 5

  3. MSUtils MSUtilsPublic

    Microstructure utilities for creating, processing and exporting voxelized 3D microstructure image datasets

    Python 6 1

  4. VoigtReussNet VoigtReussNetPublic

    AI4Engineering: Machine learning surrogates for universal microstructure-property forecasting with physical guarantees

    Python 5

  5. UNOCG UNOCGPublic

    Accelerating Conjugate Gradient Solvers using Unitary Neural Operators

    Python 5

  6. AiiDA-FANS AiiDA-FANSPublic

    The AiiDA plugin for FANS, an FFT-based homogenization solver.

    Python 4 1

Repositories

Showing 10 of 16 repositories
View all repositories

Top languages

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content
@DataAnalyticsEngineering

Data Analytics in Engineering

The Data Analytics in Engineering research group is located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.
README.md

Welcome to the Data Analytics in Engineering research group located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.

Generating and processing data from simulations and for simulations is our passion. Navigate to research to find out more about our scientific objectives.

For more information please visit our website.

Popular repositories Loading

  1. FANS FANSPublic

    FANS: an open-source, highly efficient, and parallel FFT-based homogenization solver for microscale multiphysics problems.

    C++ 23 7

  2. UMAT_2scale_LSDYNA UMAT_2scale_LSDYNAPublic

    Explore the fundamentals of implementing user-defined material routines in LS-DYNA using Python and C++. This includes the realization of two-scale simulation schemes using LS-DYNA.

    Jupyter Notebook 14 5

  3. MSUtils MSUtilsPublic

    Microstructure utilities for creating, processing and exporting voxelized 3D microstructure image datasets

    Python 6 1

  4. VoigtReussNet VoigtReussNetPublic

    AI4Engineering: Machine learning surrogates for universal microstructure-property forecasting with physical guarantees

    Python 5

  5. UNOCG UNOCGPublic

    Accelerating Conjugate Gradient Solvers using Unitary Neural Operators

    Python 5

  6. AiiDA-FANS AiiDA-FANSPublic

    The AiiDA plugin for FANS, an FFT-based homogenization solver.

    Python 4 1

Repositories

Showing 10 of 16 repositories
View all repositories

Top languages

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
Skip to content
@DataAnalyticsEngineering

Data Analytics in Engineering

The Data Analytics in Engineering research group is located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.
README.md

Welcome to the Data Analytics in Engineering research group located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.

Generating and processing data from simulations and for simulations is our passion. Navigate to research to find out more about our scientific objectives.

For more information please visit our website.

Popular repositories Loading

  1. FANS FANSPublic

    FANS: an open-source, highly efficient, and parallel FFT-based homogenization solver for microscale multiphysics problems.

    C++ 23 7

  2. UMAT_2scale_LSDYNA UMAT_2scale_LSDYNAPublic

    Explore the fundamentals of implementing user-defined material routines in LS-DYNA using Python and C++. This includes the realization of two-scale simulation schemes using LS-DYNA.

    Jupyter Notebook 14 5

  3. MSUtils MSUtilsPublic

    Microstructure utilities for creating, processing and exporting voxelized 3D microstructure image datasets

    Python 6 1

  4. VoigtReussNet VoigtReussNetPublic

    AI4Engineering: Machine learning surrogates for universal microstructure-property forecasting with physical guarantees

    Python 5

  5. UNOCG UNOCGPublic

    Accelerating Conjugate Gradient Solvers using Unitary Neural Operators

    Python 5

  6. AiiDA-FANS AiiDA-FANSPublic

    The AiiDA plugin for FANS, an FFT-based homogenization solver.

    Python 4 1

Repositories

Showing 10 of 16 repositories
View all repositories

Top languages

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