@ERMETE-Lab

ERMETE-Lab

Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling (Prof. Antonio Cammi)
README.md

ERMETE - Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling

Welcome to the ERMETE research lab within the Nuclear Reactors Group (NRG) in Politecnico di Milano. We are dedicated to advancing nuclear reactor technology through innovative simulations and modeling techniques.

ERMETE-Lab

Browse some of the paper with code here

About Us 🏫

The ERMETE lab is led by Prof. Antonio Cammi and is part of the Nuclear Reactors Group at Politecnico di Milano. Our research covers a broad range of topics in nuclear engineering, focusing on multi-physics modeling, reduced order modeling, and data-driven techniques.

Post-Doctoral Researchers:

  • Dr. Carolina Introini
  • Dr. Mahdi Aghili

PhD Students:

  • Lorenzo Loi
  • Yantao Luo
  • Heliang Wang

ERMETE Alumni (from 2024):

  • Dr. Gabriele Benzoni
  • Dr. Stefano Riva
  • Dr. Andrea Missaglia
  • Dr. Matteo Lo Verso

Research Areas 🔍

Multi-Physics (MP) ⚛️

  • Objective: Modelling nuclear reactors by considering the inter-connections between different physical fields such as neutronics and thermal-hydraulics and investigation of innovative reactor concepts and advanced flow simulation techniques.

Reduced Order Modelling with Data-Driven Techniques for Multi-Physics Problems (ROSE) 🤖

  • Objective: Develop numerical algorithms to reduce the complexity and learning the dynamics of multi-physics models for nuclear reactor applications, optimize sensor placement and integrate real measurements to enhance the understanding of physical systems, pushing forward the development of digital twins.

Magneto-HydroDynamic (MHD) 🧲

  • Objective: Develop an open-source OpenFOAM library for MHD simulations, with a particular emphasis on practical applications within the domain of magnetic confinement fusion.

Contact Us 📬

Disclaimer: The codes developed by our lab intended for academic and research purposes.

Pinned Loading

  1. ROSE-pyforceROSE-pyforcePublic

    Python Framework for data-driven model Order Reduction of multi-physiCs problEms

    Jupyter Notebook 19 8

  2. msfr-multiregionmsfr-multiregionPublic

    OpenFOAM-8 solvers for the Molten Salt Fast Reactor with an additional layer of hastelloy to mimic the outer reflector region.

    Jupyter Notebook 1

  3. NuSHREDNuSHREDPublic

    Shallow Recurrent Decoder for Nuclear Reactors applications

    Jupyter Notebook 10 2

  4. MP-OFELIAMP-OFELIAPublic

    Openmc-FEnicsx for muLtiphysics tutorIAl

    Jupyter Notebook 19 5

  5. MHD-magnetoHDFoamMHD-magnetoHDFoamPublic

    C++ 6 1

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Showing 10 of 11 repositories
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
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})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
@ERMETE-Lab

ERMETE-Lab

Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling (Prof. Antonio Cammi)
README.md
ERMETE - Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling
Welcome to the ERMETE research lab within the Nuclear Reactors Group (NRG) in Politecnico di Milano. We are dedicated to advancing nuclear reactor technology through innovative simulations and modeling techniques.
ERMETE-Lab
Browse some of the paper with code here
About Us 🏫
The ERMETE lab is led by Prof. Antonio Cammi and is part of the Nuclear Reactors Group at Politecnico di Milano. Our research covers a broad range of topics in nuclear engineering, focusing on multi-physics modeling, reduced order modeling, and data-driven techniques.
Post-Doctoral Researchers:
  • Dr. Carolina Introini
  • Dr. Mahdi Aghili
PhD Students:
  • Lorenzo Loi
  • Yantao Luo
  • Heliang Wang
ERMETE Alumni (from 2024):
  • Dr. Gabriele Benzoni
  • Dr. Stefano Riva
  • Dr. Andrea Missaglia
  • Dr. Matteo Lo Verso
Research Areas 🔍
Multi-Physics (MP) ⚛️
  • Objective: Modelling nuclear reactors by considering the inter-connections between different physical fields such as neutronics and thermal-hydraulics and investigation of innovative reactor concepts and advanced flow simulation techniques.
Reduced Order Modelling with Data-Driven Techniques for Multi-Physics Problems (ROSE) 🤖
  • Objective: Develop numerical algorithms to reduce the complexity and learning the dynamics of multi-physics models for nuclear reactor applications, optimize sensor placement and integrate real measurements to enhance the understanding of physical systems, pushing forward the development of digital twins.
Magneto-HydroDynamic (MHD) 🧲
  • Objective: Develop an open-source OpenFOAM library for MHD simulations, with a particular emphasis on practical applications within the domain of magnetic confinement fusion.
Contact Us 📬
Disclaimer: The codes developed by our lab intended for academic and research purposes.

Pinned
Loading
  1. ROSE-pyforceROSE-pyforcePublic
    
Python Framework for data-driven model Order Reduction of multi-physiCs problEms 
    Jupyter Notebook
19

8

  2. msfr-multiregionmsfr-multiregionPublic
    
OpenFOAM-8 solvers for the Molten Salt Fast Reactor with an additional layer of hastelloy to mimic the outer reflector region.

    Jupyter Notebook
1

  3. NuSHREDNuSHREDPublic
    
Shallow Recurrent Decoder for Nuclear Reactors applications

    Jupyter Notebook
10

2

  4. MP-OFELIAMP-OFELIAPublic
    
Openmc-FEnicsx for muLtiphysics tutorIAl

    Jupyter Notebook
19

5

  5. MHD-magnetoHDFoamMHD-magnetoHDFoamPublic
    C++
6

1


Repositories

Showing 10 of 11 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");
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})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
@ERMETE-Lab

ERMETE-Lab

Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling (Prof. Antonio Cammi)
README.md
ERMETE - Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling
Welcome to the ERMETE research lab within the Nuclear Reactors Group (NRG) in Politecnico di Milano. We are dedicated to advancing nuclear reactor technology through innovative simulations and modeling techniques.
ERMETE-Lab
Browse some of the paper with code here
About Us 🏫
The ERMETE lab is led by Prof. Antonio Cammi and is part of the Nuclear Reactors Group at Politecnico di Milano. Our research covers a broad range of topics in nuclear engineering, focusing on multi-physics modeling, reduced order modeling, and data-driven techniques.
Post-Doctoral Researchers:
  • Dr. Carolina Introini
  • Dr. Mahdi Aghili
PhD Students:
  • Lorenzo Loi
  • Yantao Luo
  • Heliang Wang
ERMETE Alumni (from 2024):
  • Dr. Gabriele Benzoni
  • Dr. Stefano Riva
  • Dr. Andrea Missaglia
  • Dr. Matteo Lo Verso
Research Areas 🔍
Multi-Physics (MP) ⚛️
  • Objective: Modelling nuclear reactors by considering the inter-connections between different physical fields such as neutronics and thermal-hydraulics and investigation of innovative reactor concepts and advanced flow simulation techniques.
Reduced Order Modelling with Data-Driven Techniques for Multi-Physics Problems (ROSE) 🤖
  • Objective: Develop numerical algorithms to reduce the complexity and learning the dynamics of multi-physics models for nuclear reactor applications, optimize sensor placement and integrate real measurements to enhance the understanding of physical systems, pushing forward the development of digital twins.
Magneto-HydroDynamic (MHD) 🧲
  • Objective: Develop an open-source OpenFOAM library for MHD simulations, with a particular emphasis on practical applications within the domain of magnetic confinement fusion.
Contact Us 📬
Disclaimer: The codes developed by our lab intended for academic and research purposes.

Pinned
Loading
  1. ROSE-pyforceROSE-pyforcePublic
    
Python Framework for data-driven model Order Reduction of multi-physiCs problEms 
    Jupyter Notebook
19

8

  2. msfr-multiregionmsfr-multiregionPublic
    
OpenFOAM-8 solvers for the Molten Salt Fast Reactor with an additional layer of hastelloy to mimic the outer reflector region.

    Jupyter Notebook
1

  3. NuSHREDNuSHREDPublic
    
Shallow Recurrent Decoder for Nuclear Reactors applications

    Jupyter Notebook
10

2

  4. MP-OFELIAMP-OFELIAPublic
    
Openmc-FEnicsx for muLtiphysics tutorIAl

    Jupyter Notebook
19

5

  5. MHD-magnetoHDFoamMHD-magnetoHDFoamPublic
    C++
6

1


Repositories

Showing 10 of 11 repositories
View all repositories
People

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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 > 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");
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} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
@ERMETE-Lab

ERMETE-Lab

Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling (Prof. Antonio Cammi)
README.md
ERMETE - Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling
Welcome to the ERMETE research lab within the Nuclear Reactors Group (NRG) in Politecnico di Milano. We are dedicated to advancing nuclear reactor technology through innovative simulations and modeling techniques.
ERMETE-Lab
Browse some of the paper with code here
About Us 🏫
The ERMETE lab is led by Prof. Antonio Cammi and is part of the Nuclear Reactors Group at Politecnico di Milano. Our research covers a broad range of topics in nuclear engineering, focusing on multi-physics modeling, reduced order modeling, and data-driven techniques.
Post-Doctoral Researchers:
  • Dr. Carolina Introini
  • Dr. Mahdi Aghili
PhD Students:
  • Lorenzo Loi
  • Yantao Luo
  • Heliang Wang
ERMETE Alumni (from 2024):
  • Dr. Gabriele Benzoni
  • Dr. Stefano Riva
  • Dr. Andrea Missaglia
  • Dr. Matteo Lo Verso
Research Areas 🔍
Multi-Physics (MP) ⚛️
  • Objective: Modelling nuclear reactors by considering the inter-connections between different physical fields such as neutronics and thermal-hydraulics and investigation of innovative reactor concepts and advanced flow simulation techniques.
Reduced Order Modelling with Data-Driven Techniques for Multi-Physics Problems (ROSE) 🤖
  • Objective: Develop numerical algorithms to reduce the complexity and learning the dynamics of multi-physics models for nuclear reactor applications, optimize sensor placement and integrate real measurements to enhance the understanding of physical systems, pushing forward the development of digital twins.
Magneto-HydroDynamic (MHD) 🧲
  • Objective: Develop an open-source OpenFOAM library for MHD simulations, with a particular emphasis on practical applications within the domain of magnetic confinement fusion.
Contact Us 📬
Disclaimer: The codes developed by our lab intended for academic and research purposes.

Pinned
Loading
  1. ROSE-pyforceROSE-pyforcePublic
    
Python Framework for data-driven model Order Reduction of multi-physiCs problEms 
    Jupyter Notebook
19

8

  2. msfr-multiregionmsfr-multiregionPublic
    
OpenFOAM-8 solvers for the Molten Salt Fast Reactor with an additional layer of hastelloy to mimic the outer reflector region.

    Jupyter Notebook
1

  3. NuSHREDNuSHREDPublic
    
Shallow Recurrent Decoder for Nuclear Reactors applications

    Jupyter Notebook
10

2

  4. MP-OFELIAMP-OFELIAPublic
    
Openmc-FEnicsx for muLtiphysics tutorIAl

    Jupyter Notebook
19

5

  5. MHD-magnetoHDFoamMHD-magnetoHDFoamPublic
    C++
6

1


Repositories

Showing 10 of 11 repositories
View all repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

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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
@ERMETE-Lab

ERMETE-Lab

Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling (Prof. Antonio Cammi)
README.md
ERMETE - Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling
Welcome to the ERMETE research lab within the Nuclear Reactors Group (NRG) in Politecnico di Milano. We are dedicated to advancing nuclear reactor technology through innovative simulations and modeling techniques.
ERMETE-Lab
Browse some of the paper with code here
About Us 🏫
The ERMETE lab is led by Prof. Antonio Cammi and is part of the Nuclear Reactors Group at Politecnico di Milano. Our research covers a broad range of topics in nuclear engineering, focusing on multi-physics modeling, reduced order modeling, and data-driven techniques.
Post-Doctoral Researchers:
  • Dr. Carolina Introini
  • Dr. Mahdi Aghili
PhD Students:
  • Lorenzo Loi
  • Yantao Luo
  • Heliang Wang
ERMETE Alumni (from 2024):
  • Dr. Gabriele Benzoni
  • Dr. Stefano Riva
  • Dr. Andrea Missaglia
  • Dr. Matteo Lo Verso
Research Areas 🔍
Multi-Physics (MP) ⚛️
  • Objective: Modelling nuclear reactors by considering the inter-connections between different physical fields such as neutronics and thermal-hydraulics and investigation of innovative reactor concepts and advanced flow simulation techniques.
Reduced Order Modelling with Data-Driven Techniques for Multi-Physics Problems (ROSE) 🤖
  • Objective: Develop numerical algorithms to reduce the complexity and learning the dynamics of multi-physics models for nuclear reactor applications, optimize sensor placement and integrate real measurements to enhance the understanding of physical systems, pushing forward the development of digital twins.
Magneto-HydroDynamic (MHD) 🧲
  • Objective: Develop an open-source OpenFOAM library for MHD simulations, with a particular emphasis on practical applications within the domain of magnetic confinement fusion.
Contact Us 📬
Disclaimer: The codes developed by our lab intended for academic and research purposes.

Pinned
Loading
  1. ROSE-pyforceROSE-pyforcePublic
    
Python Framework for data-driven model Order Reduction of multi-physiCs problEms 
    Jupyter Notebook
19

8

  2. msfr-multiregionmsfr-multiregionPublic
    
OpenFOAM-8 solvers for the Molten Salt Fast Reactor with an additional layer of hastelloy to mimic the outer reflector region.

    Jupyter Notebook
1

  3. NuSHREDNuSHREDPublic
    
Shallow Recurrent Decoder for Nuclear Reactors applications

    Jupyter Notebook
10

2

  4. MP-OFELIAMP-OFELIAPublic
    
Openmc-FEnicsx for muLtiphysics tutorIAl

    Jupyter Notebook
19

5

  5. MHD-magnetoHDFoamMHD-magnetoHDFoamPublic
    C++
6

1


Repositories

Showing 10 of 11 repositories
View all repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

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
@ERMETE-Lab

ERMETE-Lab

Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling (Prof. Antonio Cammi)
README.md
ERMETE - Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling
Welcome to the ERMETE research lab within the Nuclear Reactors Group (NRG) in Politecnico di Milano. We are dedicated to advancing nuclear reactor technology through innovative simulations and modeling techniques.
ERMETE-Lab
Browse some of the paper with code here
About Us 🏫
The ERMETE lab is led by Prof. Antonio Cammi and is part of the Nuclear Reactors Group at Politecnico di Milano. Our research covers a broad range of topics in nuclear engineering, focusing on multi-physics modeling, reduced order modeling, and data-driven techniques.
Post-Doctoral Researchers:
  • Dr. Carolina Introini
  • Dr. Mahdi Aghili
PhD Students:
  • Lorenzo Loi
  • Yantao Luo
  • Heliang Wang
ERMETE Alumni (from 2024):
  • Dr. Gabriele Benzoni
  • Dr. Stefano Riva
  • Dr. Andrea Missaglia
  • Dr. Matteo Lo Verso
Research Areas 🔍
Multi-Physics (MP) ⚛️
  • Objective: Modelling nuclear reactors by considering the inter-connections between different physical fields such as neutronics and thermal-hydraulics and investigation of innovative reactor concepts and advanced flow simulation techniques.
Reduced Order Modelling with Data-Driven Techniques for Multi-Physics Problems (ROSE) 🤖
  • Objective: Develop numerical algorithms to reduce the complexity and learning the dynamics of multi-physics models for nuclear reactor applications, optimize sensor placement and integrate real measurements to enhance the understanding of physical systems, pushing forward the development of digital twins.
Magneto-HydroDynamic (MHD) 🧲
  • Objective: Develop an open-source OpenFOAM library for MHD simulations, with a particular emphasis on practical applications within the domain of magnetic confinement fusion.
Contact Us 📬
Disclaimer: The codes developed by our lab intended for academic and research purposes.

Pinned
Loading
  1. ROSE-pyforceROSE-pyforcePublic
    
Python Framework for data-driven model Order Reduction of multi-physiCs problEms 
    Jupyter Notebook
19

8

  2. msfr-multiregionmsfr-multiregionPublic
    
OpenFOAM-8 solvers for the Molten Salt Fast Reactor with an additional layer of hastelloy to mimic the outer reflector region.

    Jupyter Notebook
1

  3. NuSHREDNuSHREDPublic
    
Shallow Recurrent Decoder for Nuclear Reactors applications

    Jupyter Notebook
10

2

  4. MP-OFELIAMP-OFELIAPublic
    
Openmc-FEnicsx for muLtiphysics tutorIAl

    Jupyter Notebook
19

5

  5. MHD-magnetoHDFoamMHD-magnetoHDFoamPublic
    C++
6

1


Repositories

Showing 10 of 11 repositories
View all repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

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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
@ERMETE-Lab

ERMETE-Lab

Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling (Prof. Antonio Cammi)
README.md
ERMETE - Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling
Welcome to the ERMETE research lab within the Nuclear Reactors Group (NRG) in Politecnico di Milano. We are dedicated to advancing nuclear reactor technology through innovative simulations and modeling techniques.
ERMETE-Lab
Browse some of the paper with code here
About Us 🏫
The ERMETE lab is led by Prof. Antonio Cammi and is part of the Nuclear Reactors Group at Politecnico di Milano. Our research covers a broad range of topics in nuclear engineering, focusing on multi-physics modeling, reduced order modeling, and data-driven techniques.
Post-Doctoral Researchers:
  • Dr. Carolina Introini
  • Dr. Mahdi Aghili
PhD Students:
  • Lorenzo Loi
  • Yantao Luo
  • Heliang Wang
ERMETE Alumni (from 2024):
  • Dr. Gabriele Benzoni
  • Dr. Stefano Riva
  • Dr. Andrea Missaglia
  • Dr. Matteo Lo Verso
Research Areas 🔍
Multi-Physics (MP) ⚛️
  • Objective: Modelling nuclear reactors by considering the inter-connections between different physical fields such as neutronics and thermal-hydraulics and investigation of innovative reactor concepts and advanced flow simulation techniques.
Reduced Order Modelling with Data-Driven Techniques for Multi-Physics Problems (ROSE) 🤖
  • Objective: Develop numerical algorithms to reduce the complexity and learning the dynamics of multi-physics models for nuclear reactor applications, optimize sensor placement and integrate real measurements to enhance the understanding of physical systems, pushing forward the development of digital twins.
Magneto-HydroDynamic (MHD) 🧲
  • Objective: Develop an open-source OpenFOAM library for MHD simulations, with a particular emphasis on practical applications within the domain of magnetic confinement fusion.
Contact Us 📬
Disclaimer: The codes developed by our lab intended for academic and research purposes.

Pinned
Loading
  1. ROSE-pyforceROSE-pyforcePublic
    
Python Framework for data-driven model Order Reduction of multi-physiCs problEms 
    Jupyter Notebook
19

8

  2. msfr-multiregionmsfr-multiregionPublic
    
OpenFOAM-8 solvers for the Molten Salt Fast Reactor with an additional layer of hastelloy to mimic the outer reflector region.

    Jupyter Notebook
1

  3. NuSHREDNuSHREDPublic
    
Shallow Recurrent Decoder for Nuclear Reactors applications

    Jupyter Notebook
10

2

  4. MP-OFELIAMP-OFELIAPublic
    
Openmc-FEnicsx for muLtiphysics tutorIAl

    Jupyter Notebook
19

5

  5. MHD-magnetoHDFoamMHD-magnetoHDFoamPublic
    C++
6

1


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Showing 10 of 11 repositories
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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); }
})();
})();

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@ERMETE-Lab

ERMETE-Lab

Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling (Prof. Antonio Cammi)
README.md
ERMETE - Engineering for nuclear Reactors probleMs with advancEd simulaTions and modElling
Welcome to the ERMETE research lab within the Nuclear Reactors Group (NRG) in Politecnico di Milano. We are dedicated to advancing nuclear reactor technology through innovative simulations and modeling techniques.
ERMETE-Lab
Browse some of the paper with code here
About Us 🏫
The ERMETE lab is led by Prof. Antonio Cammi and is part of the Nuclear Reactors Group at Politecnico di Milano. Our research covers a broad range of topics in nuclear engineering, focusing on multi-physics modeling, reduced order modeling, and data-driven techniques.
Post-Doctoral Researchers:
  • Dr. Carolina Introini
  • Dr. Mahdi Aghili
PhD Students:
  • Lorenzo Loi
  • Yantao Luo
  • Heliang Wang
ERMETE Alumni (from 2024):
  • Dr. Gabriele Benzoni
  • Dr. Stefano Riva
  • Dr. Andrea Missaglia
  • Dr. Matteo Lo Verso
Research Areas 🔍
Multi-Physics (MP) ⚛️
  • Objective: Modelling nuclear reactors by considering the inter-connections between different physical fields such as neutronics and thermal-hydraulics and investigation of innovative reactor concepts and advanced flow simulation techniques.
Reduced Order Modelling with Data-Driven Techniques for Multi-Physics Problems (ROSE) 🤖
  • Objective: Develop numerical algorithms to reduce the complexity and learning the dynamics of multi-physics models for nuclear reactor applications, optimize sensor placement and integrate real measurements to enhance the understanding of physical systems, pushing forward the development of digital twins.
Magneto-HydroDynamic (MHD) 🧲
  • Objective: Develop an open-source OpenFOAM library for MHD simulations, with a particular emphasis on practical applications within the domain of magnetic confinement fusion.
Contact Us 📬
Disclaimer: The codes developed by our lab intended for academic and research purposes.

Pinned
Loading
  1. ROSE-pyforceROSE-pyforcePublic
    
Python Framework for data-driven model Order Reduction of multi-physiCs problEms 
    Jupyter Notebook
19

8

  2. msfr-multiregionmsfr-multiregionPublic
    
OpenFOAM-8 solvers for the Molten Salt Fast Reactor with an additional layer of hastelloy to mimic the outer reflector region.

    Jupyter Notebook
1

  3. NuSHREDNuSHREDPublic
    
Shallow Recurrent Decoder for Nuclear Reactors applications

    Jupyter Notebook
10

2

  4. MP-OFELIAMP-OFELIAPublic
    
Openmc-FEnicsx for muLtiphysics tutorIAl

    Jupyter Notebook
19

5

  5. MHD-magnetoHDFoamMHD-magnetoHDFoamPublic
    C++
6

1


Repositories

Showing 10 of 11 repositories
View all repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages
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