<p>Consider <i>D</i> random systems that are modeled by independent <InlineEquation ID="IEq1"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="220_2025_5275_Article_IEq1.gif" Format="GIF" Height="15" Rendition="HTML" Resolution="72" Type="Linedraw" Width="55" /> </InlineMediaObject> <EquationSource Format="TEX">\(N\times N\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>N</mi> <mo>×</mo> <mi>N</mi> </mrow> </math></EquationSource> </InlineEquation> complex Hermitian Wigner matrices. Suppose they are lying on a circle and the neighboring systems interact with each other through a deterministic matrix <i>A</i>. We prove that in the asymptotic limit <InlineEquation ID="IEq2"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="220_2025_5275_Article_IEq2.gif" Format="GIF" Height="14" Rendition="HTML" Resolution="72" Type="Linedraw" Width="63" /> </InlineMediaObject> <EquationSource Format="TEX">\(N\rightarrow \infty \)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>N</mi> <mo stretchy="false">→</mo> <mi>∞</mi> </mrow> </math></EquationSource> </InlineEquation>, the whole system exhibits a quantum chaos transition when the interaction strength <InlineEquation ID="IEq3"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="220_2025_5275_Article_IEq3.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="48" /> </InlineMediaObject> <EquationSource Format="TEX">\(\Vert A\Vert _{{\textrm{HS}}}\)</EquationSource> <EquationSource Format="MATHML"><math> <msub> <mrow> <mo stretchy="false">‖</mo> <mi>A</mi> <mo stretchy="false">‖</mo> </mrow> <mtext>HS</mtext> </msub> </math></EquationSource> </InlineEquation> varies. Specifically, when <InlineEquation ID="IEq4"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="220_2025_5275_Article_IEq4.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="93" /> </InlineMediaObject> <EquationSource Format="TEX">\(\Vert A\Vert _{{\textrm{HS}}}\ge N^{{\varepsilon }}\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <msub> <mrow> <mo stretchy="false">‖</mo> <mi>A</mi> <mo stretchy="false">‖</mo> </mrow> <mtext>HS</mtext> </msub> <mo>≥</mo> <msup> <mi>N</mi> <mi>ε</mi> </msup> </mrow> </math></EquationSource> </InlineEquation>, we prove that the bulk eigenvalue statistics match those of a <InlineEquation ID="IEq5"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="220_2025_5275_Article_IEq5.gif" Format="GIF" Height="15" Rendition="HTML" Resolution="72" Type="Linedraw" Width="83" /> </InlineMediaObject> <EquationSource Format="TEX">\(DN\times DN\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>D</mi> <mi>N</mi> <mo>×</mo> <mi>D</mi> <mi>N</mi> </mrow> </math></EquationSource> </InlineEquation> GUE asymptotically and each bulk eigenvector is approximately equally distributed among the <i>D</i> subsystems with probability <InlineEquation ID="IEq6"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="220_2025_5275_Article_IEq6.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="59" /> </InlineMediaObject> <EquationSource Format="TEX">\(1-\textrm{o}(1)\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mn>1</mn> <mo>-</mo> <mtext>o</mtext> <mo stretchy="false">(</mo> <mn>1</mn> <mo stretchy="false">)</mo> </mrow> </math></EquationSource> </InlineEquation>. These phenomena indicate quantum chaos of the whole system. In contrast, when <InlineEquation ID="IEq7"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="220_2025_5275_Article_IEq7.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="103" /> </InlineMediaObject> <EquationSource Format="TEX">\(\Vert A\Vert _{{\textrm{HS}}}\le N^{-{\varepsilon }}\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <msub> <mrow> <mo stretchy="false">‖</mo> <mi>A</mi> <mo stretchy="false">‖</mo> </mrow> <mtext>HS</mtext> </msub> <mo>≤</mo> <msup> <mi>N</mi> <mrow> <mo>-</mo> <mi>ε</mi> </mrow> </msup> </mrow> </math></EquationSource> </InlineEquation>, we show that the system is integrable: the bulk eigenvalue statistics behave like <i>D</i> independent copies of GUE statistics asymptotically and each bulk eigenvector is localized on only one subsystem. In particular, if we take <InlineEquation ID="IEq8"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="220_2025_5275_Article_IEq8.gif" Format="GIF" Height="14" Rendition="HTML" Resolution="72" Type="Linedraw" Width="62" /> </InlineMediaObject> <EquationSource Format="TEX">\(D\rightarrow \infty \)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>D</mi> <mo stretchy="false">→</mo> <mi>∞</mi> </mrow> </math></EquationSource> </InlineEquation> after the <InlineEquation ID="IEq9"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="220_2025_5275_Article_IEq9.gif" Format="GIF" Height="14" Rendition="HTML" Resolution="72" Type="Linedraw" Width="63" /> </InlineMediaObject> <EquationSource Format="TEX">\(N\rightarrow \infty \)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>N</mi> <mo stretchy="false">→</mo> <mi>∞</mi> </mrow> </math></EquationSource> </InlineEquation> limit, the bulk statistics converge to a Poisson point process under the <i>DN</i> scaling.</p>

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A Random Matrix Model Towards the Quantum Chaos Transition Conjecture

  • Bertrand Stone,
  • Fan Yang,
  • Jun Yin

摘要

Consider D random systems that are modeled by independent \(N\times N\) N × N complex Hermitian Wigner matrices. Suppose they are lying on a circle and the neighboring systems interact with each other through a deterministic matrix A. We prove that in the asymptotic limit \(N\rightarrow \infty \) N , the whole system exhibits a quantum chaos transition when the interaction strength \(\Vert A\Vert _{{\textrm{HS}}}\) A HS varies. Specifically, when \(\Vert A\Vert _{{\textrm{HS}}}\ge N^{{\varepsilon }}\) A HS N ε , we prove that the bulk eigenvalue statistics match those of a \(DN\times DN\) D N × D N GUE asymptotically and each bulk eigenvector is approximately equally distributed among the D subsystems with probability \(1-\textrm{o}(1)\) 1 - o ( 1 ) . These phenomena indicate quantum chaos of the whole system. In contrast, when \(\Vert A\Vert _{{\textrm{HS}}}\le N^{-{\varepsilon }}\) A HS N - ε , we show that the system is integrable: the bulk eigenvalue statistics behave like D independent copies of GUE statistics asymptotically and each bulk eigenvector is localized on only one subsystem. In particular, if we take \(D\rightarrow \infty \) D after the \(N\rightarrow \infty \) N limit, the bulk statistics converge to a Poisson point process under the DN scaling.