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zhutoutoutousan / tranformer-rpm-estimation

Star 1

Ultra-compact transformer architecture for real-time RPM estimation from STFT spectrograms. Achieves R²=0.883, MAE=104.09 RPM with 3.5MB model size. Includes pre-trained model on Hugging Face.

machine-learningreal-timedeep-learningsignal-processingpytorchembedded-systemstransformerspectrogramstftautomotiveattention-mechanismfrequency-domainaudio-processingnvhautomotive-engineeringultra-compactrpm-estimationengine-monitoring
  • Updated Aug 6, 2025
  • Python

gptariacom / car-nvh-order-analysis

Star 0

Diagnose car vibration and road-speed hum with a smartphone. Order analysis, envelope demodulation and engine-lock testing on raw accelerometer data — no industrial sensor required. Tested on Audi Q7 air suspension; works on any vehicle.

pythonsignal-processingaccelerometerfftautomotiveobd2audihilbert-transformenvelope-analysispredictive-maintenancecondition-monitoringnvhcar-diagnosticsvibration-analysisorder-analysis
  • Updated Aug 16, 2026
  • Python

drbaijsingh / cae-copilotb01

Star 0

Free browser tool for structural CAE. Generates runnable ABAQUS, ANSYS, LS-DYNA and MATLAB scripts, diagnoses solver errors, and analyses functionally graded, laminated and sandwich plates. Validated against Leissa to 0.03%.

matlabmechanical-engineeringabaquscomputational-mechanicsfinite-element-analysiscomposite-materialsacousticsls-dynastructural-dynamicsansysmodal-analysisengineering-toolsvibroacousticsrayleigh-ritznvhplate-theoryengineering-mechanicsfunctionally-graded-materialssandwich-structureslevy-solutions
  • Updated Sep 1, 2026
  • HTML

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all 
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(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
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};
codeBlock.parentElement.style.position = 'relative';
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// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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zhutoutoutousan /
tranformer-rpm-estimation

Star
1
Ultra-compact transformer architecture for real-time RPM estimation from STFT spectrograms. Achieves R²=0.883, MAE=104.09 RPM with 3.5MB model size. Includes pre-trained model on Hugging Face.
machine-learningreal-timedeep-learningsignal-processingpytorchembedded-systemstransformerspectrogramstftautomotiveattention-mechanismfrequency-domainaudio-processingnvhautomotive-engineeringultra-compactrpm-estimationengine-monitoring
  • 
Updated
Aug 6, 2025
  • Python
gptariacom /
car-nvh-order-analysis

Star
0
Diagnose car vibration and road-speed hum with a smartphone. Order analysis, envelope demodulation and engine-lock testing on raw accelerometer data — no industrial sensor required. Tested on Audi Q7 air suspension; works on any vehicle.
pythonsignal-processingaccelerometerfftautomotiveobd2audihilbert-transformenvelope-analysispredictive-maintenancecondition-monitoringnvhcar-diagnosticsvibration-analysisorder-analysis
  • 
Updated
Aug 16, 2026
  • Python
drbaijsingh /
cae-copilotb01

Star
0
Free browser tool for structural CAE. Generates runnable ABAQUS, ANSYS, LS-DYNA and MATLAB scripts, diagnoses solver errors, and analyses functionally graded, laminated and sandwich plates. Validated against Leissa to 0.03%.
matlabmechanical-engineeringabaquscomputational-mechanicsfinite-element-analysiscomposite-materialsacousticsls-dynastructural-dynamicsansysmodal-analysisengineering-toolsvibroacousticsrayleigh-ritznvhplate-theoryengineering-mechanicsfunctionally-graded-materialssandwich-structureslevy-solutions
  • 
Updated
Sep 1, 2026
  • HTML

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, 'i');
if (__m === '*' || __re.test(location.href)) {
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})();
(function(){
try {
var __m = "*";
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zhutoutoutousan /
tranformer-rpm-estimation

Star
1
Ultra-compact transformer architecture for real-time RPM estimation from STFT spectrograms. Achieves R²=0.883, MAE=104.09 RPM with 3.5MB model size. Includes pre-trained model on Hugging Face.
machine-learningreal-timedeep-learningsignal-processingpytorchembedded-systemstransformerspectrogramstftautomotiveattention-mechanismfrequency-domainaudio-processingnvhautomotive-engineeringultra-compactrpm-estimationengine-monitoring
  • 
Updated
Aug 6, 2025
  • Python
gptariacom /
car-nvh-order-analysis

Star
0
Diagnose car vibration and road-speed hum with a smartphone. Order analysis, envelope demodulation and engine-lock testing on raw accelerometer data — no industrial sensor required. Tested on Audi Q7 air suspension; works on any vehicle.
pythonsignal-processingaccelerometerfftautomotiveobd2audihilbert-transformenvelope-analysispredictive-maintenancecondition-monitoringnvhcar-diagnosticsvibration-analysisorder-analysis
  • 
Updated
Aug 16, 2026
  • Python
drbaijsingh /
cae-copilotb01

Star
0
Free browser tool for structural CAE. Generates runnable ABAQUS, ANSYS, LS-DYNA and MATLAB scripts, diagnoses solver errors, and analyses functionally graded, laminated and sandwich plates. Validated against Leissa to 0.03%.
matlabmechanical-engineeringabaquscomputational-mechanicsfinite-element-analysiscomposite-materialsacousticsls-dynastructural-dynamicsansysmodal-analysisengineering-toolsvibroacousticsrayleigh-ritznvhplate-theoryengineering-mechanicsfunctionally-graded-materialssandwich-structureslevy-solutions
  • 
Updated
Sep 1, 2026
  • HTML

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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Highlight search terms from Google/DuckDuckGo/Bing referrer
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var ref = document.referrer;
var terms = [];
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function highlight(node) {
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} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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nvh


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Here are
8 public repositories
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zhutoutoutousan /
tranformer-rpm-estimation

Star
1
Ultra-compact transformer architecture for real-time RPM estimation from STFT spectrograms. Achieves R²=0.883, MAE=104.09 RPM with 3.5MB model size. Includes pre-trained model on Hugging Face.
machine-learningreal-timedeep-learningsignal-processingpytorchembedded-systemstransformerspectrogramstftautomotiveattention-mechanismfrequency-domainaudio-processingnvhautomotive-engineeringultra-compactrpm-estimationengine-monitoring
  • 
Updated
Aug 6, 2025
  • Python
gptariacom /
car-nvh-order-analysis

Star
0
Diagnose car vibration and road-speed hum with a smartphone. Order analysis, envelope demodulation and engine-lock testing on raw accelerometer data — no industrial sensor required. Tested on Audi Q7 air suspension; works on any vehicle.
pythonsignal-processingaccelerometerfftautomotiveobd2audihilbert-transformenvelope-analysispredictive-maintenancecondition-monitoringnvhcar-diagnosticsvibration-analysisorder-analysis
  • 
Updated
Aug 16, 2026
  • Python
drbaijsingh /
cae-copilotb01

Star
0
Free browser tool for structural CAE. Generates runnable ABAQUS, ANSYS, LS-DYNA and MATLAB scripts, diagnoses solver errors, and analyses functionally graded, laminated and sandwich plates. Validated against Leissa to 0.03%.
matlabmechanical-engineeringabaquscomputational-mechanicsfinite-element-analysiscomposite-materialsacousticsls-dynastructural-dynamicsansysmodal-analysisengineering-toolsvibroacousticsrayleigh-ritznvhplate-theoryengineering-mechanicsfunctionally-graded-materialssandwich-structureslevy-solutions
  • 
Updated
Sep 1, 2026
  • HTML

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

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nvh


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Here are
8 public repositories
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8
Python
4
HTML
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zhutoutoutousan /
tranformer-rpm-estimation

Star
1
Ultra-compact transformer architecture for real-time RPM estimation from STFT spectrograms. Achieves R²=0.883, MAE=104.09 RPM with 3.5MB model size. Includes pre-trained model on Hugging Face.
machine-learningreal-timedeep-learningsignal-processingpytorchembedded-systemstransformerspectrogramstftautomotiveattention-mechanismfrequency-domainaudio-processingnvhautomotive-engineeringultra-compactrpm-estimationengine-monitoring
  • 
Updated
Aug 6, 2025
  • Python
gptariacom /
car-nvh-order-analysis

Star
0
Diagnose car vibration and road-speed hum with a smartphone. Order analysis, envelope demodulation and engine-lock testing on raw accelerometer data — no industrial sensor required. Tested on Audi Q7 air suspension; works on any vehicle.
pythonsignal-processingaccelerometerfftautomotiveobd2audihilbert-transformenvelope-analysispredictive-maintenancecondition-monitoringnvhcar-diagnosticsvibration-analysisorder-analysis
  • 
Updated
Aug 16, 2026
  • Python
drbaijsingh /
cae-copilotb01

Star
0
Free browser tool for structural CAE. Generates runnable ABAQUS, ANSYS, LS-DYNA and MATLAB scripts, diagnoses solver errors, and analyses functionally graded, laminated and sandwich plates. Validated against Leissa to 0.03%.
matlabmechanical-engineeringabaquscomputational-mechanicsfinite-element-analysiscomposite-materialsacousticsls-dynastructural-dynamicsansysmodal-analysisengineering-toolsvibroacousticsrayleigh-ritznvhplate-theoryengineering-mechanicsfunctionally-graded-materialssandwich-structureslevy-solutions
  • 
Updated
Sep 1, 2026
  • HTML

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, '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('^' + ".*" + '

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nvh


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Here are
8 public repositories
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8
Python
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HTML
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Kotlin
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zhutoutoutousan /
tranformer-rpm-estimation

Star
1
Ultra-compact transformer architecture for real-time RPM estimation from STFT spectrograms. Achieves R²=0.883, MAE=104.09 RPM with 3.5MB model size. Includes pre-trained model on Hugging Face.
machine-learningreal-timedeep-learningsignal-processingpytorchembedded-systemstransformerspectrogramstftautomotiveattention-mechanismfrequency-domainaudio-processingnvhautomotive-engineeringultra-compactrpm-estimationengine-monitoring
  • 
Updated
Aug 6, 2025
  • Python
gptariacom /
car-nvh-order-analysis

Star
0
Diagnose car vibration and road-speed hum with a smartphone. Order analysis, envelope demodulation and engine-lock testing on raw accelerometer data — no industrial sensor required. Tested on Audi Q7 air suspension; works on any vehicle.
pythonsignal-processingaccelerometerfftautomotiveobd2audihilbert-transformenvelope-analysispredictive-maintenancecondition-monitoringnvhcar-diagnosticsvibration-analysisorder-analysis
  • 
Updated
Aug 16, 2026
  • Python
drbaijsingh /
cae-copilotb01

Star
0
Free browser tool for structural CAE. Generates runnable ABAQUS, ANSYS, LS-DYNA and MATLAB scripts, diagnoses solver errors, and analyses functionally graded, laminated and sandwich plates. Validated against Leissa to 0.03%.
matlabmechanical-engineeringabaquscomputational-mechanicsfinite-element-analysiscomposite-materialsacousticsls-dynastructural-dynamicsansysmodal-analysisengineering-toolsvibroacousticsrayleigh-ritznvhplate-theoryengineering-mechanicsfunctionally-graded-materialssandwich-structureslevy-solutions
  • 
Updated
Sep 1, 2026
  • HTML

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, '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); }
})();
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try {
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nvh


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Here are
8 public repositories
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8
Python
4
HTML
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zhutoutoutousan /
tranformer-rpm-estimation

Star
1
Ultra-compact transformer architecture for real-time RPM estimation from STFT spectrograms. Achieves R²=0.883, MAE=104.09 RPM with 3.5MB model size. Includes pre-trained model on Hugging Face.
machine-learningreal-timedeep-learningsignal-processingpytorchembedded-systemstransformerspectrogramstftautomotiveattention-mechanismfrequency-domainaudio-processingnvhautomotive-engineeringultra-compactrpm-estimationengine-monitoring
  • 
Updated
Aug 6, 2025
  • Python
gptariacom /
car-nvh-order-analysis

Star
0
Diagnose car vibration and road-speed hum with a smartphone. Order analysis, envelope demodulation and engine-lock testing on raw accelerometer data — no industrial sensor required. Tested on Audi Q7 air suspension; works on any vehicle.
pythonsignal-processingaccelerometerfftautomotiveobd2audihilbert-transformenvelope-analysispredictive-maintenancecondition-monitoringnvhcar-diagnosticsvibration-analysisorder-analysis
  • 
Updated
Aug 16, 2026
  • Python
drbaijsingh /
cae-copilotb01

Star
0
Free browser tool for structural CAE. Generates runnable ABAQUS, ANSYS, LS-DYNA and MATLAB scripts, diagnoses solver errors, and analyses functionally graded, laminated and sandwich plates. Validated against Leissa to 0.03%.
matlabmechanical-engineeringabaquscomputational-mechanicsfinite-element-analysiscomposite-materialsacousticsls-dynastructural-dynamicsansysmodal-analysisengineering-toolsvibroacousticsrayleigh-ritznvhplate-theoryengineering-mechanicsfunctionally-graded-materialssandwich-structureslevy-solutions
  • 
Updated
Sep 1, 2026
  • HTML

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, '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); }
})();
})();

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zhutoutoutousan /
tranformer-rpm-estimation

Star
1
Ultra-compact transformer architecture for real-time RPM estimation from STFT spectrograms. Achieves R²=0.883, MAE=104.09 RPM with 3.5MB model size. Includes pre-trained model on Hugging Face.
machine-learningreal-timedeep-learningsignal-processingpytorchembedded-systemstransformerspectrogramstftautomotiveattention-mechanismfrequency-domainaudio-processingnvhautomotive-engineeringultra-compactrpm-estimationengine-monitoring
  • 
Updated
Aug 6, 2025
  • Python
gptariacom /
car-nvh-order-analysis

Star
0
Diagnose car vibration and road-speed hum with a smartphone. Order analysis, envelope demodulation and engine-lock testing on raw accelerometer data — no industrial sensor required. Tested on Audi Q7 air suspension; works on any vehicle.
pythonsignal-processingaccelerometerfftautomotiveobd2audihilbert-transformenvelope-analysispredictive-maintenancecondition-monitoringnvhcar-diagnosticsvibration-analysisorder-analysis
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Updated
Aug 16, 2026
  • Python
drbaijsingh /
cae-copilotb01

Star
0
Free browser tool for structural CAE. Generates runnable ABAQUS, ANSYS, LS-DYNA and MATLAB scripts, diagnoses solver errors, and analyses functionally graded, laminated and sandwich plates. Validated against Leissa to 0.03%.
matlabmechanical-engineeringabaquscomputational-mechanicsfinite-element-analysiscomposite-materialsacousticsls-dynastructural-dynamicsansysmodal-analysisengineering-toolsvibroacousticsrayleigh-ritznvhplate-theoryengineering-mechanicsfunctionally-graded-materialssandwich-structureslevy-solutions
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Updated
Sep 1, 2026
  • HTML

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