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{"documenter":{"julia_version":"1.11.6","generation_timestamp":"2025-08-08T08:46:21","documenter_version":"1.14.1"}}
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{"documenter":{"julia_version":"1.11.6","generation_timestamp":"2025-08-25T10:10:07","documenter_version":"1.14.1"}}

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<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Library · MultiTensorKit.jl</title><meta name="title" content="Library · MultiTensorKit.jl"/><meta property="og:title" content="Library · MultiTensorKit.jl"/><meta property="twitter:title" content="Library · MultiTensorKit.jl"/><meta name="description" content="Documentation for MultiTensorKit.jl."/><meta property="og:description" content="Documentation for MultiTensorKit.jl."/><meta property="twitter:description" content="Documentation for MultiTensorKit.jl."/><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" 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data-theme-name="catppuccin-macchiato"/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/catppuccin-frappe.css" data-theme-name="catppuccin-frappe"/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/catppuccin-latte.css" data-theme-name="catppuccin-latte"/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="../../assets/themeswap.js"></script><link href="../../assets/custom.css" rel="stylesheet" type="text/css"/></head><body><div id="documenter"><nav class="docs-sidebar"><div class="docs-package-name"><span class="docs-autofit"><a href="../../">MultiTensorKit.jl</a></span></div><button class="docs-search-query input 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id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li class="is-active"><a href>Library</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Library</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/QuantumKitHub/MultiTensorKit.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/QuantumKitHub/MultiTensorKit.jl/blob/main/docs/src/lib/library.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Library"><a class="docs-heading-anchor" href="#Library">Library</a><a id="Library-1"></a><a class="docs-heading-anchor-permalink" href="#Library" title="Permalink"></a></h1><article class="docstring"><header><a class="docstring-article-toggle-button fa-solid fa-chevron-down" href="javascript:;" title="Collapse docstring"></a><a class="docstring-binding" id="MultiTensorKit.BimoduleSector" href="#MultiTensorKit.BimoduleSector"><code>MultiTensorKit.BimoduleSector</code></a><span class="docstring-category">Type</span><span class="is-flex-grow-1 docstring-article-toggle-button" title="Collapse docstring"></span></header><section><div><pre><code class="language-julia hljs">struct BimoduleSector{Name} &lt;: Sector
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BimoduleSector{Name}(i::Int, j::Int, label::Int)</code></pre><p>Represents objects in the component subcategory <span>$𝒞ᵢⱼ$</span> of the multifusion category <span>$𝒞 = ⨁ᵢⱼ 𝒞ᵢⱼ$</span>, where <span>$𝒞$</span> is identified as Name. </p><p><strong>Fields</strong></p><ul><li><code>i::Int</code>: The row index of the object in the matrix representation of the multifusion category.</li><li><code>j::Int</code>: The column index of the object in the matrix representation of the multifusion category.</li><li><code>label::Int</code>: The label of the object within the component subcategory.</li></ul></div><a class="docs-sourcelink" target="_blank" href="https://github.com/QuantumKitHub/MultiTensorKit.jl/blob/effbf23fbe29b356431eef2032c0468d6caa89c7/src/bimodulesector.jl#L1-L12">source</a></section></article></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../../man/implementation/">« MultiTensorKit implementation: <span>$\mathsf{Rep(A_4)}$</span> as a guiding example</a><a class="docs-footer-nextpage" href="../../references/">References »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.14.1 on <span class="colophon-date" title="Friday 8 August 2025 08:46">Friday 8 August 2025</span>. Using Julia version 1.11.6.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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BimoduleSector{Name}(i::Int, j::Int, label::Int)</code></pre><p>Represents objects in the component subcategory <span>$𝒞ᵢⱼ$</span> of the multifusion category <span>$𝒞 = ⨁ᵢⱼ 𝒞ᵢⱼ$</span>, where <span>$𝒞$</span> is identified as Name. </p><p><strong>Fields</strong></p><ul><li><code>i::Int</code>: The row index of the object in the matrix representation of the multifusion category.</li><li><code>j::Int</code>: The column index of the object in the matrix representation of the multifusion category.</li><li><code>label::Int</code>: The label of the object within the component subcategory.</li></ul></div><a class="docs-sourcelink" target="_blank" href="https://github.com/QuantumKitHub/MultiTensorKit.jl/blob/dda8e60e42228bfc8823da5b488136808d477dc1/src/bimodulesector.jl#L1-L12">source</a></section></article></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../../man/implementation/">« MultiTensorKit implementation: <span>$\mathsf{Rep(A_4)}$</span> as a guiding example</a><a class="docs-footer-nextpage" href="../../references/">References »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.14.1 on <span class="colophon-date" title="Monday 25 August 2025 10:10">Monday 25 August 2025</span>. Using Julia version 1.11.6.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>

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V = Vect[A4Object](A4Object(i, 6, label) =&gt; D for label in 1:module_numlabels(i))
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Vb = Vect[A4Object](first(sectors(V)) =&gt; 1) # not all charges on boundary, play around with what is there</code></pre><img src="../img/A4_sym_entanglement_spectrum.svg" alt="" width="90%"/><p>The plot shows the entanglement spectra of the various dual models in the middle of the ground state for the original Hamiltonian probing the <span>$\mathsf{Rep(A_4)}$</span>-symmetric phase, along with the ground state without symmetries. Every subtitle also mentions the memory required to store the same middle ground state tensor. This plot should be compared to (<a href="../../references/#Lootens_2024">Lootens <em>et al.</em>, 2024</a>; Figure 2).</p><p>This can be repeated with other parameter values for <span>$J_1$</span> and <span>$J_2$</span> in the Hamiltonian to probe the <span>$\mathsf{Rep(\mathbb{Z}_2 \times \mathbb{Z}_2)}$</span>-symmetric or <span>$\mathsf{Rep^\psi(A_4)}$</span> SPT phase.</p><div class="admonition is-info" id="Additional-functions-and-keyword-arguments-bc8cb1f84dc8b140"><header class="admonition-header">Additional functions and keyword arguments<a class="admonition-anchor" href="#Additional-functions-and-keyword-arguments-bc8cb1f84dc8b140" title="Permalink"></a></header><div class="admonition-body"><p>Certain commonly used functions within MPSKit require extra keyword arguments to be compatible with multifusion MPS simulations. In particular, the keyword argument <code>sector</code> (note the lowercase &quot;s&quot;) appears in </p><ul><li><code>excitations</code> with <code>QuasiparticleAnsatz</code>: the sector is selected by adding an auxiliary space to the <em>domain</em> of each eigenvector of the transfer matrix. Since in a full contraction the domain of the eigenvector lies in the opposite side of the physical space (labeled by objects in <span>$\mathcal{D} = \mathsf{Rep(A_4)}$</span>), the charged excitations lie in the symmetry category <span>$\mathcal{C} = \mathcal{D^*_M}$</span>.</li><li><code>exact_diagonalization</code>: the <code>sector</code> keyword argument now requires an object in <span>$\mathcal{D}$</span>, since this is the fusion category which specifies the bond algebra from which the Hamiltonian is constructed. This is equivalent to adding a charged leg on the leftmost (or rightmost) virtual space of the MPS in conventional MPS cases.</li></ul></div></div><h2 id="Differences-with-the-infinite-case"><a class="docs-heading-anchor" href="#Differences-with-the-infinite-case">Differences with the infinite case</a><a id="Differences-with-the-infinite-case-1"></a><a class="docs-heading-anchor-permalink" href="#Differences-with-the-infinite-case" title="Permalink"></a></h2><p>We can repeat the above calcalations also for an infinite system. The <code>lattice</code> variable will change, as well as the MPS constructor and the algorithm:</p><pre><code class="language-julia hljs">lattice = InfiniteChain(1)
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init = InfiniteMPS([P], [V])
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inf_alg = VUMPS(; verbosity=2, tol=1e-7)</code></pre><p>Besides <code>VUMPS</code>, <code>IDMRG</code> and <code>IDMRG2</code> are as easy to run with the <code>A4Object</code> <code>Sector</code>. It is also clear that boundary terms do not play a role in this case.</p><div class="admonition is-info" id="More-functions-for-infinite-systems-edf3333f48e946d"><header class="admonition-header">More functions for infinite systems<a class="admonition-anchor" href="#More-functions-for-infinite-systems-edf3333f48e946d" title="Permalink"></a></header><div class="admonition-body"><p>When dealing with an infinite system, additional information can be retrieved from the matrix product state. These also require a keyword argument <code>sector</code> to be specified. These are</p><ul><li><code>transfer_spectrum</code>: similar to <code>excitations</code>, the (partial) transfer matrix spectrum is selected by adding a charged auxiliary space to the transfer matrix eigenvectors. </li><li><code>correlation_length</code>: since this function calls <code>transfer_spectrum</code>, the same logic applies.</li><li><code>excitations</code> in the infinite case also requires the keyword argument.</li></ul></div></div></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../multifusioncats/">« Extending to multifusion category theory</a><a class="docs-footer-nextpage" href="../../lib/library/">Library »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.14.1 on <span class="colophon-date" title="Friday 8 August 2025 08:46">Friday 8 August 2025</span>. Using Julia version 1.11.6.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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inf_alg = VUMPS(; verbosity=2, tol=1e-7)</code></pre><p>Besides <code>VUMPS</code>, <code>IDMRG</code> and <code>IDMRG2</code> are as easy to run with the <code>A4Object</code> <code>Sector</code>. It is also clear that boundary terms do not play a role in this case.</p><div class="admonition is-info" id="More-functions-for-infinite-systems-edf3333f48e946d"><header class="admonition-header">More functions for infinite systems<a class="admonition-anchor" href="#More-functions-for-infinite-systems-edf3333f48e946d" title="Permalink"></a></header><div class="admonition-body"><p>When dealing with an infinite system, additional information can be retrieved from the matrix product state. These also require a keyword argument <code>sector</code> to be specified. These are</p><ul><li><code>transfer_spectrum</code>: similar to <code>excitations</code>, the (partial) transfer matrix spectrum is selected by adding a charged auxiliary space to the transfer matrix eigenvectors. </li><li><code>correlation_length</code>: since this function calls <code>transfer_spectrum</code>, the same logic applies.</li><li><code>excitations</code> in the infinite case also requires the keyword argument.</li></ul></div></div></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../multifusioncats/">« Extending to multifusion category theory</a><a class="docs-footer-nextpage" href="../../lib/library/">Library »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.14.1 on <span class="colophon-date" title="Monday 25 August 2025 10:10">Monday 25 August 2025</span>. Using Julia version 1.11.6.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>

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