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Dephasing-induced mobility edges in quasicrystals

Stefano Longhi Dipartimento di Fisica, Politecnico di Milano, Piazza L. da Vinci 32, I-20133 Milano, Italy IFISC (UIB-CSIC), Instituto de Fisica Interdisciplinar y Sistemas Complejos, E-07122 Palma de Mallorca, Spain
Abstract

Mobility edges (ME), separating Anderson-localized states from extended states, are known to arise in the single-particle energy spectrum of certain one-dimensional lattices with aperiodic order. Dephasing and decoherence effects are widely acknowledged to spoil Anderson localization and to enhance transport, suggesting that ME and localization are unlikely to be observable in the presence of dephasing. Here it is shown that, contrary to such a wisdom, ME can be created by pure dephasing effects in quasicrystals in which all states are delocalized under coherent dynamics. Since the lifetimes of localized states induced by dephasing effects can be extremely long, rather counter-intuitively decoherence can enhance localization of excitation in the lattice. The results are illustrated by considering photonic quantum walks in synthetic mesh lattices.

Introduction. Anderson localization and mobility edges R1 ; R2 ; R2b ; R3 are fundamental concepts in the physics of disordered systems. They concern the localization behavior of quantum or classical waves in systems with disorder, and play a crucial role in different areas of physics, ranging from condensed matter physics R1 ; R2 ; R2b ; R3 to ultracold atoms R4 ; R5 ; R6 ; R7 ; R8 ; R9 ; R10 ; R11 and disordered photonics R12 ; R13 ; R14 ; R15 ; R16 ; R16b ; R16c . Mobility edges (ME) generally refer to points or thresholds in the energy spectrum where the localization features of the wave functions change, from being exponentially localized to being spatially extended R2 ; R3 . The ME leads to various fundamental phenomena, such as metal-insulator transition by varying the particle number density or disorder strength R3 , and can survive under perturbations and interactions R17 ; R18 . While in non-interacting low-dimensional systems ME are prevented and the wave functions are localized with arbitrarily small disorder strength R2b ; R19 , it is well known that ME can exist in certain one-dimensional (1D) systems with quasiperiodic order, i.e. in quasicrystals R20 ; R21 ; R22 ; R23 ; R24 ; R25 ; R26 ; R27 ; R28 ; R29 ; R30 ; R31 ; R32 ; R33 ; R34 ; R35 ; R36 ; R37 ; R37b ; R37c .
Anderson localization and ME are generally observable in systems with non-fluctuating disorder. Besides, decoherence and dephasing effects are known to spoil localization and to enhance transport R38 ; R39 ; R40 ; R41 ; R42 ; R43 ; R44 ; R45 ; R46 ; R47 ; R47b ; R48 ; R49 . This evidence would suggest that dephasing effects are detrimental to enhance localization or to create ME, especially when the system does not display Anderson localization under coherent evolution.
In this Letter it is shown that, contrary to such a wisdom, ME can be created and localization can be enhanced by dephasing effects, even in systems which do not display Anderson localization under coherent dynamics. This unexpected result is illustrated by considering the off-diagonal Aubry-André model R50 ; R51 ; R52 ; R53 ; R54 ; R55 ; R56 in the delocalized phase, where dephasing effects can create ME and slow down delocalization in the lattice. A photonic quantum walk setup in a synthetic quasicrystal is suggested as an experimentally accessible platform for the observation of dephasing-induced ME.

Model. We consider a tight-binding one-dimensional lattice with aperiodic order described by the Hamiltonian

H^=n(Jna^n+1a^n+H.c.)+nVna^na^n\hat{H}=-\sum_{n}\left(J_{n}\hat{a}^{{\dagger}}_{n+1}\hat{a}_{n}+\rm{H.c.}\right)+\sum_{n}V_{n}\hat{a}^{{\dagger}}_{n}\hat{a}_{n} (1)

where JnJ_{n} is the hopping amplitude between adjacent sites nn and (n+1)(n+1), VnV_{n} is the on-site potential, and a^n\hat{a}^{{\dagger}}_{n}, a^n\hat{a}_{n} are the creation and annihilation operators of bosonic particles at lattice site nn, satisfying the usual commutation relations. Aperiodic order can be introduced in either or both the hopping amplitudes or on-site potential. We will focus our attention to two paradigmatic models, namely (i) the generalized diagonal Aubry-André model R24 , corresponding to Jn=JJ_{n}=J, Vn=2Acos(2παn+θ)/[1Bcos(2παn+θ)]V_{n}=2A\cos(2\pi\alpha n+\theta)/[1-B\cos(2\pi\alpha n+\theta)], with J,A>0J,A>0, 0B<10\leq B<1 and α\alpha irrational Diophantine (this model reduces to the ordinary Aubry-André model R50 for B=0B=0); and (ii) the off-diagonal Aubry-André model R51 ; R52 ; R53 ; R54 ; R55 , corresponding to Jn=A+Bcos(2παn+θ)J_{n}=A+B\cos(2\pi\alpha n+\theta), Vn=0V_{n}=0, with A,B>0A,B>0. The first model displays ME in certain regions of parameter space at the energy Em=(2/B)(JA)E_{m}=(2/B)(J-A) R24 [Fig.1(a)], whereas the second model does not display ME and for B<AB<A all single-particle eigenstates of HH are extended [Fig.1(c)]. In such regimes an initial excitation in the lattice spreads ballistically, as illustrated in Figs.1(b) and (d). In the numerical analysis we assume α=(51)/2\alpha=(\sqrt{5}-1)/2 (the golden mean) and take a lattice of finite (but large) size LL with periodic boundary conditions, where LL is a Fibonacci number and the golden mean is approximated by a rational. The localization properties of the eigenstates ψn(l)\psi_{n}^{(l)} of HH are captured by the inverse participation ratio (IPR) and fractal dimension. For a normalized wave function they are defined as R3 ; Thouless IPRl=n=1L|ψn(l)|4\text{IPR}_{l}=\sum_{n=1}^{L}|\psi^{(l)}_{n}|^{4} and R3 ; fract1 ; fract2 ; fract3 βl=limL(lnIPRl)/ln(1/L)\beta_{l}=\lim_{L\rightarrow\infty}(\ln{\rm IPR}_{l})/\ln(1/L). For a localized wave function βl=0\beta_{l}=0, for an extended (ergodic) wave function βl=1\beta_{l}=1, whereas for a critical wave function 0<βl<10<\beta_{l}<1. The spreading dynamics of initial single-site excitation of the lattice is captured by the time behavior of the second moment σ2(t)=nn2|ψn(t)|2\sigma^{2}(t)=\sum_{n}n^{2}|\psi_{n}(t)|^{2}, where ψn(t)\psi_{n}(t) are the amplitude probabilities at various lattice sites at time tt. Dynamical delocalization corresponds to a secular growth of σ2(t)\sigma^{2}(t) in time, with σ2(t)t2\sigma^{2}(t)\sim t^{2} for ballistic spreading and σ2(t)t\sigma^{2}(t)\sim t for diffusive spreading spreading .

Dephasing effects can be modeled using stochastic Schrödinger equations or quantum master equations in the Lindblad form (see e.g. R39 ; R41 ; R43 ; R45 ; R46 ; R47 ; R48 ; R49 ; R57 ; R58 ). The Lindblad master equation for the density matrix ρ^\hat{\rho} describing dephasing effects reads R46 ; R49 ; R57 ; R58

dρ^dt=i[H^,ρ^]+γn=1L(L^nρ^L^n12{L^nL^n,ρ^})\frac{d\hat{\rho}}{dt}=-i[\hat{H},\hat{\rho}]+\gamma\sum_{n=1}^{L}\left(\hat{L}_{n}\hat{\rho}\hat{L}_{n}^{{\dagger}}-\frac{1}{2}\left\{\hat{L}_{n}^{{\dagger}}\hat{L}_{n},\hat{\rho}\right\}\right) (2)

where L^n=a^na^n\hat{L}_{n}=\hat{a}^{{\dagger}}_{n}\hat{a}_{n} is the dissipator describing pure dephasing at lattice site nn and γ>0\gamma>0 is the dephasing rate. This model conserves the number of particles. In the single-particle sector the Hilbert space, spanned by the set of states |n=a^n|vac|n\rangle=\hat{a}_{n}^{{\dagger}}|vac\rangle, the evolution equations for the density matrix elements ρn,m(t)=n|ρ^|m\rho_{n,m}(t)=\langle n|\hat{\rho}|m\rangle read R57 ; R58

dρn,mdt\displaystyle\frac{d\rho_{n,m}}{dt} =\displaystyle= i(Jn1ρn1,m+Jnρn+1,m)\displaystyle i(J_{n-1}\rho_{n-1,m}+J_{n}\rho_{n+1,m})
\displaystyle- i(Jmρn,m+1+Jm1ρn,m1)\displaystyle i(J_{m}\rho_{n,m+1}+J_{m-1}\rho_{n,m-1})
+\displaystyle+ i(VmVn)ρn,mγ(1δn,m)ρn,m.\displaystyle i(V_{m}-V_{n})\rho_{n,m}-\gamma(1-\delta_{n,m})\rho_{n,m}.
Refer to caption
Figure 1: (a) IPR of the eigenstates of the Hamiltonian HH for the generalized diagonal Aubry-André model [model (i)] for parameter values α=(51)/2\alpha=(\sqrt{5}-1)/2, J=1J=1, A=0.6A=0.6, and B=0.4B=0.4. Note the existence of a ME at the energy Em=2E_{m}=2, with extended states for E<EmE<E_{m} and localized states for E>EmE>E_{m}. (b) Numerically computed wave spreading dynamics in the lattice (snapshot of |ψn(t)||\psi_{n}(t)| on a pseudocolor map) for initial excitation of site n=0n=0. The lower panel in (b) depicts the corresponding behavior of the second moment σ2(t)\sigma^{2}(t). (c,d) Same as (a,b), but for the off-diagonal Aubry-André model [model (ii)] with parameter values A=1A=1, B=0.9B=0.9. Note that in this case there are not ME and all wave functions are extended. In both models the spreading in the lattice is ballistic. Lattice size is L=987L=987.

Dephasing-induced mobility edges and localization. The main question is whether dephasing effects can create ME and induce some kind of localization. To answer this question, we focus our analysis to the strong dephasing regime (γ|Jn|,|Vn|\gamma\gg|J_{n}|,|V_{n}|), such that the coherences ρn,m\rho_{n,m} (nmn\neq m) are small and the particle dynamics can be described by a classical one-dimensional hopping model R46 ; R47 ; R47b . Basically, the time evolution of the populations Pn(t)=ρn,n(t)P_{n}(t)=\rho_{n,n}(t) is given by a classical master equation, where the quantum jumps generate the transition rates between classical configurations R46 . The classical master equation is obtained from Eq.(3) after adiabatic elimination of coherences and reads

dPndt=m=1NWn,mPm(t)\frac{dP_{n}}{dt}=\sum_{m=1}^{N}W_{n,m}P_{m}(t) (4)

where the elements of the Markov transition matrix WW are given by (Sec.S1 of supp )

Wn,m=2γ(Jn2+Jn12)δn,m+2Jn2γδn,m1+2Jn12γδn,m+1.W_{n,m}=-\frac{2}{\gamma}(J_{n}^{2}+J_{n-1}^{2})\delta_{n,m}+\frac{2J_{n}^{2}}{\gamma}\delta_{n,m-1}+\frac{2J_{n-1}^{2}}{\gamma}\delta_{n,m+1}. (5)
Refer to caption
Figure 2: Suppression of ME and diffusive spreading in the generalized diagonal Aubry-André model induced by dephasing. (a) IPR of the eigenstates of the Markov matrix WW versus the eigenvalues λ\lambda. Dephasing rate γ=100\gamma=100; other parameter values are as in Fig.1(a,b). (b,c) Spreading of an initial single-site excitation of the lattice (snapshot of Pn(t)P_{n}(t) and temporal evolution of second moment σ2\sigma^{2}). Note that the spreading is diffusive, σ2(t)=Dt\sigma^{2}(t)=Dt, with diffusion coefficient D=2J2/γD=2J^{2}/\gamma.
Refer to caption
Figure 3: Dephasing-induced ME in the off-diagonal Aubry-André model. (a) Behavior of IPRmin and IPRmax versus the ratio κ=B/A\kappa=B/A. ME are created for κ>κc0.4\kappa>\kappa_{c}\simeq 0.4. (b) Behavior of IPR of all eigenvectors of WW versus the eigenvalues λ\lambda for a few increasing values of κ\kappa. Note that the ME λ=λm\lambda=\lambda_{m}, separating extended (λ>λm\lambda>\lambda_{m}) from localized ( λ<λm\lambda<\lambda_{m}) states approaches zero as κ\kappa is increased toward κ=1\kappa=1; parameter values are A=1A=1 and γ=100\gamma=100. (c,d) Spreading dynamics of initial single-site excitation of the lattice (snapshots of Pn(t)P_{n}(t) and temporal evolution of second moment σ2\sigma^{2}). Lattice size L=987L=987.

The same classical master equation can be derived from the single-particle Schrödinger equation with periodic phase randomization of the wave function at time intervals Δt=2/γ\Delta t=2/\gamma (Sec.S2 of supp ). Note that, since WW is an Hermitian matrix, the classical master equation (4) can be viewed as a Schrödinger equation with a Wick-rotated anti-Hermitian Hamiltonian H=iWH^{\prime}=iW. Let us indicate by λl\lambda_{l} and Θn(l)\Theta_{n}^{(l)} the eigenvalues and corresponding eigenvectors of WW (l=1,2,,Ll=1,2,...,L). Since WW is Hermitian, the eigenvalues are real and can be ordered such that λLλ2λ1\lambda_{L}\leq...\leq\lambda_{2}\leq\lambda_{1}, with the constraint λl0\lambda_{l}\leq 0. Most of the eigenvectors of WW, those with non-vanishing eigenvalues, are not physical states since they do not conserve the total probability Larson , yet they provide a suitable complete basis for the dynamics. There is always a vanishing eigenvalue, λ1=0\lambda_{1}=0, with eigenvector Θn(1)=(1/L)(1,1,1,)T\Theta_{n}^{(1)}=(1/L)(...1,1,1,...)^{T}. This physical state does not decay in time and corresponds to an extended (maximally-mixed) state. Since any initial state of the system has a non-vanishing projection onto such an eigenstate, in the long-time limit any initial localized excitation tends to spread and homogenize in all sites of the lattice with a diffusive dynamics Lars2 . However, the relaxation dynamics can be significantly slowed down when there are localized eigenvectors of WW with extremely long lifetimes. An interesting property of the matrix WW is that its elements do not depend on the on-site potential VnV_{n}. Therefore, when the disorder is introduced in the on-site potential VnV_{n} solely and the hopping rates Jn=JJ_{n}=J are homogeneous, such as in model (i), the incoherent hopping terms are homogeneous, all eigenvectors of WW are extended and thus there are not mobility edges. This means that, as expected, dephasing destroys ME and leads to delocalization. The spreading in the lattice is diffusive, i.e. σ2(t)=Dt\sigma^{2}(t)=Dt, with a diffusion coefficient D=2J2/γD=2J^{2}/\gamma. Washing out of ME in model (i) due dephasing and diffusive spreading of excitation in the lattice is illustrated in Fig.2.
A very different behavior can be found in model (ii), where incommensurate disorder is introduced in the hopping rates JnJ_{n}. In this case, WW displays both diagonal and off-diagonal disorder, and numerical computation of IPR of the eigenstates of WW clearly shows that ME are created when the ratio κ=B/A\kappa=B/A becomes larger than the critical value κc0.4\kappa_{c}\simeq 0.4; see Fig.3(a). The figure depicts the values of the smallest (IPRmin{\rm IPR}_{min}) and largest (IPRmax{\rm IPR}_{max}) values of the IPR of all eigenvectors of WW, as κ\kappa is increased from 0 to 1. The κ>1\kappa>1 regime is not considered since in this case JnJ_{n} can vanish at some values of nn and there is trivial localization in the system. For κ>κc\kappa>\kappa_{c}, coexistence of exponentially-localized and extended (ergodic) states, suggested by the behavior of IPR shown in Fig.3(a), is demonstrated by a finite-size scaling analysis and Lyapunov exponent computation, which are presented in Sec.S3 of supp . The appearance of narrow region of critical states near the ME is also suggested by level statistics distribution, which shows typical level clustering behavior rs12 ; rs13 ; rs14 . Remarkably, when κ\kappa approaches 1 from below, the position of the ME λm\lambda_{m} moves toward zero, indicating that a large portion of localized eigenstates displays an extremely long lifetime, as shown in Figs.3(b). The appearance of such strongly-localized eigenstates of WW with long lifetimes have a great impact on the dynamical spreading of excitations in the lattice, since they can trap the excitation for long times and can be thus largely slow down thermalization toward the maximally-mixed state. The transient trapping of excitation as κ\kappa is increased toward 1 is clearly illustrated in Figs.3(c) and (d). By diagonalization of the Liouvillian superoperator \mathcal{L}, we checked that the appearance of ME in the off-diagonal Aubry-André model persists for finite dephasing rates γ\gamma (Sec.S4 of supp ).

Refer to caption
Figure 4: Dephasing-induced ME in photonic quantum walks. (a) Behavior of IPRmin and IPRmax versus the ratio κ=B/A\kappa=B/A for A=0.1A=0.1 and α=(51)/2\alpha=(\sqrt{5}-1)/2. The coupling angle is βn=π/22A2Bcos(2παn)\beta_{n}=\pi/2-2A-2B\cos(2\pi\alpha n). (b) Behavior of IPR of all eigenvectors of the incoherent matrix 𝒰\mathcal{U} versus |μ||\mu| for a few increasing values of κ\kappa. (c,d) Spreading dynamics of initial single-site excitation of the lattice. Panels in (c) show snapshots of Pn(m)=Xn(m)+Yn(m)P_{n}^{(m)}=X_{n}^{(m)}+Y_{n}^{(m)} versus discrete time step mm for initial excitation Xn(0)=δn,0X_{n}^{(0)}=\delta_{n,0}, Yn(0)=0Y_{n}^{(0)}=0. Panel (d) depicts the corresponding evolution of second moment σ2\sigma^{2}. Lattice size L=377L=377.

Dephasing-induced mobility edges in photonic quantum walks. Discrete-time quantum walks provide experimentally-accessible models to test disorder and decoherence phenomena R61 ; R62 ; R63 ; R64 ; R65 ; R66 ; R67 ; R67b ; R68 ; R69 . In particular, photonic quantum walks realize synthetic lattices with controllable disorder and decoherence R65 ; R66 ; R67 ; R67b , which could provide a platform for the observation of dephasing-induced ME. We consider a photonic implementation of a quasicrystal based on light pulse dynamics in synthetic mesh lattices R70 ; R71 ; R72 ; R73 ; R74 ; R75 , where dephasing is emulated by random dynamic phase changes R65 ; R66 ; R67 . The system consists of two fiber loops of slightly different lengths that are connected by a fiber coupler with a time-dependent coupling angle β\beta. A phase modulator is placed in one of the two loops, which impresses stochastic phases to the traveling pulses emulating dephasing effects. Off-diagonal disorder is introduced by proper temporal modulation of the coupling angle β\beta between the two fiber loops R73 . Light dynamics is described by the set of discrete-time equations R73

un(m+1)\displaystyle u^{(m+1)}_{n} =\displaystyle= (cosβn+1un+1(m)+isinβn+1vn+1(m))exp(iϕn(m))\displaystyle\left(\cos\beta_{n+1}u^{(m)}_{n+1}+i\sin\beta_{n+1}v^{(m)}_{n+1}\right)\exp(i\phi_{n}^{(m)})\;\;\;\;\;\; (6)
vn(m+1)\displaystyle v^{(m+1)}_{n} =\displaystyle= isinβn1un1(m)+cosβn1vn1(m)\displaystyle i\sin\beta_{n-1}u^{(m)}_{n-1}+\cos\beta_{n-1}v^{(m)}_{n-1} (7)

where un(m)u_{n}^{(m)} and vn(m)v_{n}^{(m)} are the pulse amplitudes at discrete time step mm and lattice site nn in the two fiber loops, βn\beta_{n} is the site-dependent coupling angle, and ϕn(m)\phi_{n}^{(m)} are uncorrelated stochastic phases with uniform distribution in the range (π,π)(-\pi,\pi). For coupling angles βn\beta_{n} close to π/2\pi/2 and under coherent dynamics, i.e. for ϕn(m)=0\phi_{n}^{(m)}=0, the model described by Eqs.(6) and (7) reproduces the off-diagonal Aubry-André model with hopping rates Jn=±(1/2)cosβn+1J_{n}=\pm(1/2)\cos\beta_{n+1} (Sec.S5 of supp ),; the model (ii) is thus retrieved after letting βn=π/22A2Bcos(2παn)\beta_{n}=\pi/2-2A-2B\cos(2\pi\alpha n) (A,B1A,B\ll 1). When the stochastic phases are applied at every time step, the incoherent dynamics is described by the probability-conserving map (Sec.S5 of supp )

Xn(m+1)\displaystyle X_{n}^{(m+1)} =\displaystyle= cos2βn+1Xn+1(m)+sin2βn+1Yn(m)\displaystyle\cos^{2}\beta_{n+1}X_{n+1}^{(m)}+\sin^{2}\beta_{n+1}Y_{n}^{(m)} (8)
Yn(m+1)\displaystyle Y_{n}^{(m+1)} =\displaystyle= sin2βnXn(m)+cos2βnYn1(m)\displaystyle\sin^{2}\beta_{n}X_{n}^{(m)}+\cos^{2}\beta_{n}Y_{n-1}^{(m)} (9)

for the light pulse intensities Xn(m)=|un(m)|2¯X_{n}^{(m)}=\overline{|u_{n}^{(m)}|^{2}} and Yn(m)=|vn+1(m)|2¯Y_{n}^{(m)}=\overline{|v_{n+1}^{(m)}|^{2}}, where the overline denotes statistical average. The incoherent pulse dynamics is thus fully captured by the eigenvalues μ\mu and corresponding eigenstates of the incoherent propagation matrix 𝒰\mathcal{U}, defined by Eqs.(8) and (9). The eigenvalues μ\mu satisfy the constraint |μ|1|\mu|\leq 1, and there is always the eigenvalue μ1=1\mu_{1}=1 corresponding to the non-decaying extended eigenstate Xn=Yn=1/(2L)X_{n}=Y_{n}=1/(2L), where the photon is found with equal probability in each site of the two loops. This means that asymptotically any initially localized excitation in the lattice spreads to reach a uniform distribution. However, if there are localized eigenstates of the matrix 𝒰\mathcal{U} with extremely long lifetimes, i.e. with |μ||\mu| very close to 1, the spreading can be greatly slowed down and excitation can be transiently trapped in the lattice. The appearance of ME induced by dephasing effects and corresponding slowing-down of light spreading in the quantum walk is illustrated in Fig.4. This behavior is clearly similar to the one shown in Fig.3, given that for βnπ/2\beta_{n}\sim\pi/2 the incoherent photon dynamics can be mapped into the master equation (4) (Sec.S6 of supp ). A similar behavior is nevertheless observed even when the angles βn\beta_{n} are not close to π/2\pi/2.

Conclusions. In summary, we predicted that in certain one-dimensional lattices with aperiodic order ME can be created (rather than destroyed) by dephasing effects. While Anderson localization and ME arising from diagonal (on-site potential) disorder is always spoiled out by dephasing, in models where disorder is off-diagonal (i.e. in the coupling constants) ME, separating localized from extended states, can be created by dephasing effects, even when the coherent Hamiltonian does not display any Anderson localization and all states are extended. While the fate of dephasing is always to drive the system toward an incoherent state with excitation uniformly distributed in the lattice via a diffusive process, the spreading dynamics can be greatly slowed down when the Anderson-localized states of the Markov matrix have extremely long lifetimes. The present study unveils a distinctive physical mechanics of ME formation and indicates that, contrary to a common wisdom, dephasing effects can slow down (rather than enhance) transport in a disordered lattice, a result that could be of relevance in different physical, chemical or biological systems where disorder and dephasing noise play a crucial role.

Acknowledgments. The author acknowledges the Spanish State Research Agency, through the Severo Ochoa and Maria de Maeztu Program for Centers and Units of Excellence in R&D (Grant No. MDM-2017-0711).

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A Dephasing-induced mobility edges in quasicrystals:
Supplemental Material

In this Supplemental Material, we provide some technical details and analytical derivations of results presented in the main manuscript.

A.1 S1. Derivation of the classical Markov master equation

In this section we derive the classical master equation and explicit form of the Markov transition matrix WW, as given by Eqs.(4) and (5) of the main text, in the limit of a large dephasing rate.
In the single-particle sector of Hilbert space, the Lindblad master equation yields the following evolution equations for the density matrix elements ρn,m\rho_{n,m} ME1 ; ME2

dρn,mdt=(i/γ)(Jn1ρn1,m+Jnρn+1,m)(i/γ)(Jmρn,m+1+Jm1ρn,m1)+(i/γ)(VmVn)ρn,m(1δn,m)ρn,m\frac{d\rho_{n,m}}{dt^{\prime}}=(i/\gamma)(J_{n-1}\rho_{n-1,m}+J_{n}\rho_{n+1,m})-(i/\gamma)(J_{m}\rho_{n,m+1}+J_{m-1}\rho_{n,m-1})+(i/\gamma)(V_{m}-V_{n})\rho_{n,m}-(1-\delta_{n,m})\rho_{n,m}

where t=γtt^{\prime}=\gamma t is the dimensionless time scaled to the coherence time 1/γ1/\gamma. When the decay rate γ\gamma of coherences is much larger than any terms |Jn||J_{n}| and |Vn||V_{n}|, the quantities |Jn|/γ|J_{n}|/\gamma and |Vn|/γ|V_{n}|/\gamma on the right hand side of the above equation are small, and we highlight this fact by writing the equation in the form

dρn,mdt=ϵ(i/γ)(Jn1ρn1,m+Jnρn+1,m)ϵ(i/γ)(Jmρn,m+1+Jm1ρn,m1)+ϵ(i/γ)(VmVn)ρn,m(1δn,m)ρn,m\frac{d\rho_{n,m}}{dt^{\prime}}=\epsilon(i/\gamma)(J_{n-1}\rho_{n-1,m}+J_{n}\rho_{n+1,m})-\epsilon(i/\gamma)(J_{m}\rho_{n,m+1}+J_{m-1}\rho_{n,m-1})+\epsilon(i/\gamma)(V_{m}-V_{n})\rho_{n,m}-(1-\delta_{n,m})\rho_{n,m} (S1)

where ϵ\epsilon is a flag that marks the order of magnitude of such small quantities. In such form, one can solve perturbatively the equation by a standard multiple-time scale method (see for instance multiple ), and at the end of the calculation we can set ϵ=1\epsilon=1. After introduction of the multiple time scales T0=tT_{0}=t^{\prime}, T1=ϵtT_{1}=\epsilon t^{\prime}, T2=ϵ2tT_{2}=\epsilon^{2}t^{\prime}, … we can search for a solution of Eq.(S1) as a power series expansion in ϵ\epsilon, i.e.

ρn,m(t)=ρn,m(0)(t)+ϵρn,m(1)(t)+ϵ2ρn,m(2)(t)+\rho_{n,m}(t^{\prime})=\rho_{n,m}^{(0)}(t^{\prime})+\epsilon\rho_{n,m}^{(1)}(t^{\prime})+\epsilon^{2}\rho_{n,m}^{(2)}(t^{\prime})+... (S2)

The power series expansion is meaningful provided that each term in the expansion does not show secularly growing terms in time, which would prevent the validity of Eq.(S2) after a short evolution time. In order to avoid the appearance of secular terms, solvability conditions should be satisfied, which will provide the dynamical evolution of the leading-order density matrix elements ρn,m(0)\rho_{n,m}^{(0)} on the different time scales T0T_{0}, T1T_{1}, T2T_{2}, …. Substitution of Eq.(S2) into Eq.(S1) and using the derivative rule d/dt=T0+ϵT1+ϵ2T2+d/dt^{\prime}=\partial_{T_{0}}+\epsilon\partial_{T_{1}}+\epsilon^{2}\partial_{T_{2}}+..., after collecting the terms of the same order in ϵ\epsilon a hierarchy of equations for successive corrections to ρn,m(t)\rho_{n,m}(t^{\prime}) is obtained. At leading order ϵ0\sim\epsilon^{0} one has

ρn,m(0)T0=(1δn,m)ρn,m(0).\frac{\partial\rho_{n,m}^{(0)}}{\partial T_{0}}=-(1-\delta_{n,m})\rho_{n,m}^{(0)}. (S3)

For n=mn=m, the solution to Eq.(S3), which does not display secular term growing as T0\sim T_{0}, is simply given by ρn,n(0)=Pn(T1,T2,)\rho_{n,n}^{(0)}=P_{n}(T_{1},T_{2},...), i.e. it is independent of T0T_{0}. This means that the population dynamics evolves on the slow time scales T1T_{1}, T2T_{2}, …, i.e. the relaxation toward the stationary maximally-mixed state of the Liouvillian occurs on such slow time scales. For nmn\neq m, the solution to Eq.(S3) is given by ρn,m(0)=ρn,m(0)(0)exp(T0)\rho_{n,m}^{(0)}=\rho_{n,m}^{(0)}(0)\exp(-T_{0}), indicating that any initial coherence in the system is rapidly damped on the fast time scale T0T_{0}. Since the relaxation dynamics of populations occurs on the slow time scales, we can thus disregard such a fast transient decay of coherences, and let at leading order

ρn,n(0)=Pn(T1,T2,),ρn,m(0)=0(nm).\rho_{n,n}^{(0)}=P_{n}(T_{1},T_{2},...)\;,\;\;\rho_{n,m}^{(0)}=0\;\;(n\neq m). (S4)

The change of populations PnP_{n} occurs on the longer time scales T1T_{1}, T2T_{2}, … due to incoherent hopping mediated by the small values of coherences at higher orders, and can be calculated from the solvability conditions by pushing the analysis up to order ϵ2\sim\epsilon^{2}.
At order ϵ\sim\epsilon one obtains

T0ρn,m(1)+(1δn,m)ρn,m(1)=Gn,m(1)\partial_{T_{0}}\rho_{n,m}^{(1)}+(1-\delta_{n,m})\rho_{n,m}^{(1)}=G_{n,m}^{(1)} (S5)

where we have set

Gn,m(1)(i/γ)(Jn1ρn1,m(0)+Jnρn+1,m(0))(i/γ)(Jmρn,m+1(0)+Jm1ρn,m1(0))+(i/γ)(VmVn)ρn,m(0)ρn,m(0)T1G_{n,m}^{(1)}\equiv(i/\gamma)(J_{n-1}\rho_{n-1,m}^{(0)}+J_{n}\rho_{n+1,m}^{(0)})-(i/\gamma)(J_{m}\rho_{n,m+1}^{(0)}+J_{m-1}\rho_{n,m-1}^{(0)})+(i/\gamma)(V_{m}-V_{n})\rho_{n,m}^{(0)}-\frac{\partial\rho_{n,m}^{(0)}}{\partial T_{1}} (S6)

The solution to Eq.(S5) reads

ρn,n+1(1)\displaystyle\rho_{n,n+1}^{(1)} =\displaystyle= iJnγ(Pn+1Pn)\displaystyle\frac{iJ_{n}}{\gamma}(P_{n+1}-P_{n})
ρn,n1(1)\displaystyle\rho_{n,n-1}^{(1)} =\displaystyle= iJn1γ(PnPn1)\displaystyle-\frac{iJ_{n-1}}{\gamma}(P_{n}-P_{n-1}) (S7)
ρn,m(1)\displaystyle\rho_{n,m}^{(1)} =\displaystyle= 0mn±1\displaystyle 0\;\;m\neq n\pm 1

with the solvability conditon

PnT1=0.\frac{\partial P_{n}}{\partial T_{1}}=0. (S8)

Equation (S7) provides the leading-order terms (ϵ\sim\epsilon) of non-vanishing coherences in the system, which occur along the two diagonals m=n±1m=n\pm 1.
At order ϵ2\sim\epsilon^{2} one finally obtains

T0ρn,m(2)+(1δn,m)ρn,m(2)=Gn,m(2)\partial_{T_{0}}\rho_{n,m}^{(2)}+(1-\delta_{n,m})\rho_{n,m}^{(2)}=G_{n,m}^{(2)} (S9)

where we have set

Gn,m(2)(i/γ)(Jn1ρn1,m(1)+Jnρn+1,m(1))(i/γ)(Jmρn,m+1(1)+Jm1ρn,m1(1))+(i/γ)(VmVn)ρn,m(1)ρn,m(0)T2G_{n,m}^{(2)}\equiv(i/\gamma)(J_{n-1}\rho_{n-1,m}^{(1)}+J_{n}\rho_{n+1,m}^{(1)})-(i/\gamma)(J_{m}\rho_{n,m+1}^{(1)}+J_{m-1}\rho_{n,m-1}^{(1)})+(i/\gamma)(V_{m}-V_{n})\rho_{n,m}^{(1)}-\frac{\partial\rho_{n,m}^{(0)}}{\partial T_{2}} (S10)

In particular, if we specialize Eq.(S9) for the populations (m=nm=n), one obtains the solvability condition Gn,n(2)=0G_{n,n}^{(2)}=0, i.e.

PnT2=(i/γ)(Jn1ρn1,n(1)+Jnρn+1,n(1))(i/γ)(Jnρn,n+1(1)+Jn1ρn,n1(1)).\frac{\partial P_{n}}{\partial T_{2}}=(i/\gamma)(J_{n-1}\rho_{n-1,n}^{(1)}+J_{n}\rho_{n+1,n}^{(1)})-(i/\gamma)(J_{n}\rho_{n,n+1}^{(1)}+J_{n-1}\rho_{n,n-1}^{(1)}). (S11)

Substitution of Eq.(S7) into Eq.(S11) yields

PnT2=2γ2(Jn2+Jn12)Pn+2Jn2γ2Pn+1+2Jn12γ2Pn1.\frac{\partial P_{n}}{\partial T_{2}}=-\frac{2}{\gamma^{2}}(J_{n}^{2}+J_{n-1}^{2})P_{n}+\frac{2J_{n}^{2}}{\gamma^{2}}P_{n+1}+\frac{2J_{n-1}^{2}}{\gamma^{2}}P_{n-1}. (S12)

Once the solvability condition Eq.(S12) is satisfied, the higher-order corrections to coherences, at order ϵ2\sim\epsilon^{2}, can be obtained by solving Eq.(S9).
If we stop the analysis at this order ϵ2\sim\epsilon^{2}, using the derivative rule dPn/dt=γ(T0Pn+ϵT1Pn+ϵ2T2Pn)=γϵ2T2PndP_{n}/dt=\gamma(\partial_{T_{0}}P_{n}+\epsilon\partial_{T_{1}}P_{n}+\epsilon^{2}\partial_{T_{2}}P_{n})=\gamma\epsilon^{2}\partial_{T_{2}}P_{n} in physical time tt, after letting ϵ=1\epsilon=1 from Eq.(S12) one then obtains Eqs.(4) and (5) given in the main text.

A.2 S2. Derivation of the classical master equation from the Schrödinger equation with periodic phase randomization

Let us consider the single-particle coherent evolution in the tight-binding lattice and let us assume that at every time interval Δt\Delta t the phase of the wave function ψn\psi_{n} at any lattice site nn is randomized. Such a randomized phase process basically emulates dephasing effects in the dynamics, and provides a simple tool to experimentally emulate dephasing phenomena in photonic quantum walks S1 . The time evolution of the wave function amplitudes ψn(t)\psi_{n}(t) read

idψndt=mHn,mψm+ψnα=1,2,3,φn(α)δ(tαΔt)i\frac{d\psi_{n}}{dt}=\sum_{m}H_{n,m}\psi_{m}+\psi_{n}\sum_{\alpha=1,2,3,...}\varphi_{n}^{(\alpha)}\delta(t-\alpha\Delta t) (S13)

where Hn,mH_{n,m} are the matrix elements of the single-particle tight-binding Hamiltonian HH and the last term on the right hand sides of Eq.(S13) describes the dephasing process. Here φn(α)\varphi_{n}^{(\alpha)} are assumed to be uncorrelated stochastic phases, both in site index nn and time step α\alpha, with a given probability density function. Fully coherent dynamics is obtained by letting φn(α)=0\varphi_{n}^{(\alpha)}=0, whereas fully incoherent (classical) dynamics is obtained by assuming a uniform distribution in the range (π,π)(-\pi,\pi) for the probability density function. Under fully coherent dynamics, the wave function amplitudes evolve according to ψn(t)=mUn,m(t)ψm(0)\psi_{n}(t)=\sum_{m}U_{n,m}(t)\psi_{m}(0), where U(t)=exp(iHt)U(t)=\exp(-iHt) is the coherent propagator. On the other hand, for fully incoherent dynamics indicating by Pn(tα)=|ψn(tα)|2¯P_{n}(t_{\alpha})={\overline{|\psi_{n}(t_{\alpha})|^{2}}} the occupation probabilities (populations) at various sites of the lattices, where tα=αΔtt_{\alpha}=\alpha\Delta t and the overbar denotes statistical average, the time evolution is described by the classical map

Pn(tα+1)=m𝒰n,mPm(tα)P_{n}(t_{\alpha+1})=\sum_{m}\mathcal{U}_{n,m}P_{m}(t_{\alpha}) (S14)

where 𝒰n,m=|Un,m(Δt)|2\mathcal{U}_{n,m}=|U_{n,m}(\Delta t)|^{2} in the incoherent propagator. Equation (S14) can be readily obtained by solving Eq.(S13) in each time interval Δt\Delta t and then taking the statistical average. The classical master equation (4) given in the main text is finally obtained in the small Δt\Delta t limit. In fact, assuming a short time interval Δt\Delta t between successive stochastic phases, one can expand the coherent propagator in power series of Δt\Delta t, yielding U(Δt)1iΔtH(1/2)Δt2H2U(\Delta t)\simeq 1-i\Delta tH-(1/2)\Delta t^{2}H^{2} and thus

𝒰n,m=δn,m+Δt2(|Hn,m|2δn,ml|Hn,l|2)\mathcal{U}_{n,m}=\delta_{n,m}+\Delta t^{2}\left(|H_{n,m}|^{2}-\delta_{n,m}\sum_{l}|H_{n,l}|^{2}\right) (S15)

up to the order Δt2\sim\Delta t^{2}. Since Pn(tα)P_{n}(t_{\alpha}) evolves slowly with index α\alpha, i.e. after each short time interval Δt\Delta t, one can set Pn(t+Δt)=Pn(t)+(dPn/dt)P_{n}(t+\Delta t)=P_{n}(t)+(dP_{n}/dt) and consider tα=tt_{\alpha}=t a continuous variable. From Eqs.(S14) and (S15) one then obtains the classical master equation

dPndt=m=1NWn,mPm(t)\frac{dP_{n}}{dt}=\sum_{m=1}^{N}W_{n,m}P_{m}(t) (S16)

where the elements of the Markov transition matrix WW are given by

Wn,m=Δt(|Hn,m|2δn,ml|Hn,l|2)={Δtln|Hn,l|2n=mΔt|Hn,m|2nmW_{n,m}=\Delta t\left(|H_{n,m}|^{2}-\delta_{n,m}\sum_{l}|H_{n,l}|^{2}\right)=\left\{\begin{array}[]{cc}-\Delta t\sum_{l\neq n}|H_{n,l}|^{2}&n=m\\ \Delta t|H_{n,m}|^{2}&n\neq m\end{array}\right. (S17)

For the tight-binding model describing the quasicrystal, one has Hn,m=Vnδn,m+Jnδn,m1+Jn1δn,m+1H_{n,m}=V_{n}\delta_{n,m}+J_{n}\delta_{n,m-1}+J_{n-1}\delta_{n,m+1}, so that one obtains

Wn,m={Δt(Jn2+Jn12)n=mΔtJn2n=m1ΔtJn1n=m+10nm,m±1W_{n,m}=\left\{\begin{array}[]{cc}-\Delta t(J_{n}^{2}+J_{n-1}^{2})&n=m\\ \Delta tJ_{n}^{2}&n=m-1\\ \Delta tJ_{n-1}&n=m+1\\ 0&n\neq m,m\pm 1\end{array}\right. (S18)

which reduces to Eq.(5) of the main text provided that we assume Δt=2/γ\Delta t=2/\gamma.

A.3 S3. Finite-size scaling analysis of localization, Lyapunov exponent and level spacing statistics

The localization properties of a wave function ψn(l)\psi_{n}^{(l)} with energy ElE_{l}, normalized as n=1L|ψn(l)|2=1\sum_{n=1}^{L}|\psi_{n}^{(l)}|^{2}=1, are characterized by the generalized inverse participation ratio, defined by

IPRl(q)n=1L|ψn(l)|2q,{\rm IPR}_{l}^{(q)}\sum_{n=1}^{L}|\psi_{n}^{(l)}|^{2q}, (S19)

where q>0q>0 is a positive number, and by the exponent βl(q)\beta_{l}^{(q)}, which is given by (see for instance r1 ; r2 ; r3 ; r4 ; r5 )

βl(q)=limLlnIPRl(q)ln(1/L).\beta_{l}^{(q)}=\lim_{L\rightarrow\infty}\frac{\ln{\rm IPR}_{l}^{(q)}}{\ln(1/L)}. (S20)

The quantity Dl(q)=βi(q)/(q1)D_{l}(q)=\beta_{i}^{(q)}/(q-1) is known as the fractal dimension. Note that for q=2q=2 one has Dl(q)=βl(q)D_{l}(q)=\beta_{l}^{(q)}. For extended (ergodic) and localized states one has Dl(q)=1D_{l}(q)=1 and Dl(q)=0D_{l}(q)=0, respectively, whereas any other behavior of Dl(q)D_{l}(q) implies multifractality r5 , i.e. critical states. In the finite-size scale analysis of localization, the golden ratio α=(51)/2\alpha=(\sqrt{5}-1)/2 is approached by the Fibonacci numbers via the relation α=limlFl1/Fl\alpha=\lim_{l\rightarrow\infty}F_{l-1}/F_{l}, where the Fibonacci numbers Fl=1,1,2,3,5,8,13,21,34,55,89,144,233,377,F_{l}=1,1,2,3,5,8,13,21,34,55,89,144,233,377, 610,987,1597,2584,4181,6765,10946,17711,610,987,1597,2584,4181,6765,10946,17711,... are defined recursively by Fl+1=Fl1+FlF_{l+1}=F_{l-1}+F_{l}, with F0=F1=1F_{0}=F_{1}=1. Numerically, we successively change the system size L=FlL=F_{l} to approach the irrational number, and extrapolate IPR(q)l{}_{l}^{(q)} and βl(q)\beta_{l}^{(q)} by their asymptotic behavior as LL is increased. Open boundary conditions are assumed in the simulations, with system size LL typically spanning the range of Fibonacci numbers from L=34L=34 to L=17711L=17711.

Refer to caption
Figure S1: Energy spectrum λ\lambda versus κ=B/A\kappa=B/A for the Markov transition matrix WW in the off-diagonal Aubry-André model with dephasing. The energy spectrum (in units of AA) has been numerically computed by diagonalization of WW on a lattice of size L=4181L=4181 with open boundary conditions. The different colors in the plot relate to different values of IPR of corresponding eigenvectors. q=2q=2 has been assumed in the computation of IPR. Note that the energy spectrum comprises three main pseudo bands, labelled by roman numbers I,II,III, separated by two wide gaps. As κ\kappa is increased above the critical value κc0.4\kappa_{c}\simeq 0.4, coexistence of localized and extended states, corresponding to large and small IPR values, is suggested.
Refer to caption
Figure S2: (a) Eigenvalues λ\lambda (energy spectrum) of the Markov transition matrix WW in the off-diagonal Aubry-André model with dephasing for A=1A=1 and κ=B/A=0.5\kappa=B/A=0.5. (b) IPR of the eigenvectors (lattice size L=2584L=2584) with q=2q=2 and (c) corresponding Lyapunov exponent (inverse of the localization length). (d) Profiles of the eigenvectors (plots of |ψn(l)|2|\psi_{n}^{(l)}|^{2}) corresponding to the four eigenvalues λ1=0.093\lambda_{1}=-0.093, λ2=0.0329\lambda_{2}=-0.0329, λ3=4×103\lambda_{3}=-4\times 10^{-3} and λ4=2×104\lambda_{4}=-2\times 10^{-4}, indicated by the vertical arrows in (a). (e) Behavior of ln{\rm ln}(IPR) (with q=2q=2) versus lattice size ln(1/L){\rm ln}(1/L) for the four eigenvectors of panels (d). The estimated slopes β\beta of the four curves, β0\beta\simeq 0 for λ=λ1\lambda=\lambda_{1} and β1\beta\simeq 1 for λ=λ2,λ3\lambda=\lambda_{2},\lambda_{3} and λ4\lambda_{4}, indicate that the eigenvectors are either localized (λ=λ1\lambda=\lambda_{1}) or extended ergodic (λ=λ2,λ3,λ4\lambda=\lambda_{2},\lambda_{3},\lambda_{4}). (f) Behavior of exponent β(q)\beta^{(q)} versus qq for the four eigenvectors of panels (d) (lattice size L=6765L=6765). (g) Numerically-computed integrated level spacing distribution (ILSD) for the three regions I, II and III of energy spectrum. A lower cutoff s0=×106s_{0}=\times 10^{-6} has been assumed in the computation of ILSD.

In the off-diagonal Aubry-André model with dephasing, the Markov transition matrix WW displays incommensurate disorder in both hopping rates and on-site energies, and its energy spectrum shows a typical Cantor-like set structure of incommensurate models r6 , with infinitely many small bands separated by small gaps. The behavior of energy spectrum of WW versus κ=B/A\kappa=B/A, computed by diagonalization of the Markov matrix WW on a lattice of size L=4181L=4181, is shown in Fig.S1. The spectrum basically comprises three main pseudo bands, labelled as I,II and III in the figure, separated by large gaps. For κ\kappa below the critical value κc0.4\kappa_{c}\simeq 0.4, all eigenvectors of WW are extended, whereas for κ>κc\kappa>\kappa_{c} coexistence of extended and localized eigenstates in suggested from the IPR behavior, which is indicated by the different colors in the plot.
To get deeper insights into the localization properties of the eigenvectors and the localization-delocalization transition, extended numerical simulations have been performed computing the behavior of Lyapunov exponent (inverse of localization length), fractal dimension and integrated level spacing distribution (ILSD). Typical numerical results are shown in Figs.S2 and S3 for κ\kappa well above (κ=0.5\kappa=0.5, Fig.S2) and just above (κ=0.407\kappa=0.407, Fig.S3) the critical point κc0.4\kappa_{c}\simeq 0.4. In the former case (Fig.S2) all eigenvectors in pseudo bands I and II are localized, while in pseudo band III they are all extended, as clearly shown in Figs.S2(b) and (c). The localization of the eigenvectors is characterized by the Lyapunov exponent (inverse of the localization length), which is depicted in Fig.S2(c). The Lyapunov exponent γ(λl)\gamma(\lambda_{l}) for the eigenvector ψn(l)\psi_{n}^{(l)} of WW with eigenvalue (energy) λl\lambda_{l} has been numerically computed using the relation r7 ; r8 ; r9

γ(λl)=limL1L1λnλllog|λnλl|limL1L1n=1L1log|Wn,n+1|\gamma(\lambda_{l})=\lim_{L\rightarrow\infty}\frac{1}{L-1}\sum_{\lambda_{n}\neq\lambda_{l}}\log|\lambda_{n}-\lambda_{l}|-\lim_{L\rightarrow\infty}\frac{1}{L-1}\sum_{n=1}^{L-1}\log|W_{n,n+1}| (S21)

assuming a large lattice size (typically L=6765L=6765). For an energy λ\lambda in the spectrum, γ(λ)\gamma(\lambda) vanishes for an extended or critical state, whereas it assumes a finite value for an exponentially-localized state, 1/γ(λ)1/\gamma(\lambda) providing the characteristic localization (decay) length of the eigenvector. As shown in Fig.S2(c), all eigenvectors in spectral region I display a finite Lyapunov exponent, with a localization length that increases as λ\lambda is increased but that remains finite over the entire spectral region. Conversely, in the pseudo bands II and III the Lyapunov exponent is very close to zero, indicating that in such regions all the eigenvectors are either extended or critical. Since the Lyapunov exponent jumps from finite to almost vanishing values, the mobility edge for κ=0.5\kappa=0.5 falls in the wide gap separating the pseudo bands I and II. This behavior also suggests that there are not critical states, and the mobility edge separates extended (ergodic) from exponentially-localized eigenvectors. A few examples of localized and extended eigenstates, corresponding to the four eigenvalues λ1=0.093\lambda_{1}=-0.093, λ2=0.0329\lambda_{2}=-0.0329, λ3=4×103\lambda_{3}=-4\times 10^{-3} and λ4=2×104\lambda_{4}=-2\times 10^{-4}, are depicted in Fig.S2(d). To check the absence of critical states, Fig.S2(e) shows the behavior of ln{\rm ln}(IPR) (with q=2q=2) versus lattice size ln(1/L){\rm ln}(1/L) for the four eigenvectors of panel (d). The estimated slopes β\beta of the four curves, β0\beta\simeq 0 for the eigenvector with eigenvalue λ=λ1\lambda=\lambda_{1} and β1\beta\simeq 1 for the eigenvectors with eigenvalues λ=λ2,λ3\lambda=\lambda_{2},\lambda_{3} and λ4\lambda_{4}, indicate that the eigenvectors are either localized (λ=λ1\lambda=\lambda_{1}) or extended ergodic (λ=λ2,λ3,λ4\lambda=\lambda_{2},\lambda_{3},\lambda_{4}), i.e. they do not display multifractality. The nature of the eigenstates is also confirmed by the behavior of exponents β(q)\beta^{(q)} versus qq, for a fixed value of lattice size LL, which is depicted in Fig.S2(f).

A different behavior is found near the critical point (Fig.S3). In this case, besides extended and localized eigenstates, there is evidence of critical states at the mobility edge separating extended and localized states, which falls in a narrow sub-band of pseudo band I [inset of Fig.S3(a)]. The eigenvector with eigenvalue λ=λ3\lambda=\lambda_{3}, depicted in the third row of Fig.S3(d), is neither fully localized nor fully extended, i.e. it is a critical state displaying multifractality, as indicated by the behavior of β\beta for this eigenvector shown in Figs.S3(e) and (f).

Refer to caption
Figure S3: Same as Fig.S2 but for κ=0.407\kappa=0.407. The five eigenvalues in panels (a), (d),(e) and (f) are: λ1=0.09168\lambda_{1}=-0.09168, λ2=0.09157\lambda_{2}=-0.09157, λ3=0.09105\lambda_{3}=-0.09105, λ4=0.0868\lambda_{4}=-0.0868, and λ5=0.08107\lambda_{5}=-0.08107. The inset in (g) shows an enlargement of the ILSD near s=0s=0 for the spectral region I (bold blue curve), and the corresponding fitting curve s1/2\sim s^{-1/2} (thin red curve).

Finally, we performed an analysis of level spacing statistics in order to check the appearance of critical states. Level spacing statistics is an important tool in the study of spectra of disordered systems, which can provide major insights into the localization properties and critical points of a system r10 ; r11 . It is well known that for a quantum system with uncorrelated disorder localized and delocalized levels follow different universal level spacing distributions P(s)P(s) in the thermodynamic limit, defined as the probability density of level spacings ss of the adjacent levels r10 ; r11 . In the extended phase P(s)P(s) follows the Wigner surmise PW(s)sexp(cs2)P_{W}(s)\sim s\exp(-cs^{2}) distribution (with cc a constant), whereas in the localized phase P(s)P(s) follows a Poisson law PP(s)exp(s)P_{P}(s)\sim\exp(-s). Thus, as disorder increases, the metal-insulating transition is accompanied by a transition of the level spacing distributions from the Wigner surmise to the Poisson law. The Wigner surmise is characterized by the typical level repulsion since P(s)0P(s)\rightarrow 0 as s0s\rightarrow 0, whereas for the Poisson distribution level repulsion is absent. In a disordered system displaying mobility edges, the level spacing distribution P(s)P(s) changes discontinuously at the mobility edge from PP(s)P_{P}(s) to PW(s)P_{W}(s). In models with incommensurate potentials, the most notable one being the Aubry-André model, the energy level spacing distributions in the extended and localized phases do not follow such universal behaviors r12 ; r13 ; r14 ; r15 ; r16 . Interestingly, at the critical point, where the eigenvectors are critical, P(s)P(s) is singular as s0s\rightarrow 0 and displays the inverse power law P(s)s3/2P(s)\sim s^{-3/2}, indicating energy level clustering (rather than repulsion). Such an inverse power law and level clustering have been suggested as signatures of critical wave functions in incommensurate potential models r13 ; r14 ; r15 . Owing to the fragmented structure of energy spectrum, formed by an uncountable set of levels (like in the Cantor set), rather than computing the level spacing distributions P(s)P(s) it is more convenient to calculate an integrated level-spacing distribution (ILSD) which, apart from normalization reads r13 ; r14 ; r15

ILSD(s)=s𝑑sP(s){\rm ILSD}(s)=\int_{s}^{\infty}ds^{\prime}P(s^{\prime}) (S22)

and provides the fraction of the total number of gaps larger than some size ss. The ILSD can be computed in any given range of energies, either in the localized or extended regions, to characterize the localization features of the eigenvectors. For a given range of energies (1,2)(\mathcal{E}_{1},\mathcal{E}_{2}), the level spacing ss is defined as s=(En+1En)/(W/NE)s=(E_{n+1}-E_{n})/(W/N_{E}), where E1E2,,ENEE_{1}\leq E_{2},...,E_{N_{E}} are the NEN_{E} energy levels that fall in the range (1,2)(\mathcal{E}_{1},\mathcal{E}_{2}) and W=(21)W=(\mathcal{E}_{2}-\mathcal{E}_{1}). The ILSD can be normalized by introducing a lower cutoff s0>0s_{0}>0 r13 . In Figs.S2(g) and S3(g) we show the numerically-computed behavior of the ILSD in the spectral intervals I,II and III defined by the three main pseudo bands. A clear different behavior is observed for the ILSD curves in region I for κ=0.5\kappa=0.5, where the ME falls in a gap and there are not critical states [Fig.S2(g)], and κ=0.407\kappa=0.407, where the ME falls in a narrow sub-band of region I [Figs.S3(g)]. In the latter case the ILSD curve displays a steep increase near s=0s=0 [see inset in Fig.S3(g)], indicating level clustering. Such a result is a signature of the emergence of critical states for κ=0.407\kappa=0.407, which are absent when κ=0.5\kappa=0.5.

A.4 S4. Mobility edges in the off-diagonal Aubry-André model with a finite dephasing rate

The key result of dephasing-induced ME presented in the main manuscript for the off-diagonal Aubry-André model has been demonstrated in the strong dephasing regime, which justifies a classical reduction of the quantum master equation Kamia . Here we show that such a phenomenon persists for finite values of the dephasing rate as well, i.e. beyond the classical limit. This entails the diagonalization of the full Liouvillian superoperator \mathcal{L} entering in the Lindblad master equation. In a lattice of size LL the density matrix ρ\rho in the single particle sector of Hilbert space is represented by a vector of size L2L^{2} and the Liouvillian superoperator \mathcal{L} by a L2×L2L^{2}\times L^{2} square matrix. This makes the diagonalization problem computationally challenging for very large system sizes, however one can provide some insightful results of the cross-over between fully coherent and fully incoherent regimes taking a relatively large value of LL to emulate a quasicrystal, yet keeping the eigenvalue problem tractable with standard MatLab eig solver. In the numerical simulations, the golden mean α\alpha has been approximated by the Fibonacci ratio α=34/55\alpha=34/55, corresponding to a system size L=55L=55. The eigenvalue problem reads ρ=λρ\mathcal{L}\rho=\lambda\rho, and the stationary state ρs\rho_{s}, corresponding to the vanishing eigenvalue λ=0\lambda=0, is the maximally-mixed states, with vanishing coherences and populations uniformly distributed over the LL sites of the lattice. The other eigenvectors of the Liouvillian superoperator correspond to eigenvalues λ\lambda with negative real part, and only those with long lifetime (i.e. small values of |Re(λ)||{\rm Re}(\lambda)|) are relevant for the relaxation dynamics. For a given eigenvector ρ\rho of \mathcal{L}, the IPR is defined for the populations as IPR=nρn,n2=\sum_{n}\rho_{n,n}^{2}. An example of the spectrum of the Liouvillian superoperator \mathcal{L} and corresponding behavior of IPR of all eigenvectors, for parameter values A=1A=1, B=0.7B=0.7 and γ=A=1\gamma=A=1, is given in Fig.S4. The eigenvalue spectrum of \mathcal{L} comprises a majority of eigenvalues with real part grouped near γ-\gamma, corresponding to the most damped eigenvectors containing the coherences, and a set of eigenvalues that condensate near λ=0\lambda=0, i.e. closer to the stationary maximally-mixed eigenvector ρs\rho_{s} of \mathcal{L}. The behavior of IPR clearly indicates that for such set of eigenvectors the populations are markedly localized in the region below the mobility edge λm\lambda_{m}, and extended above such a ME. Hence we have clear indications that ME appear even for weak-to-moderate values of the dephasing rate γ\gamma. To corroborate such an indication, in Fig.S5 we plot the behavior of IPRmin and IPRmax (among all eigenvectors of \mathcal{L}) versus κ=B/A\kappa=B/A for a few increasing values of the dephasing rate γ\gamma. The figure clearly shows that there is still a phase transition at some critical value κc\kappa_{c} even for weak values of the dephasing rate, with κc\kappa_{c} approaching the value κc=0.4\kappa_{c}=0.4 in the strong dephasing (classical) regime γ/A1\gamma/A\gg 1 and the value κc=1\kappa_{c}=1 in the weak dephasing regime γ/A1\gamma/A\ll 1, as expected.

Refer to caption
Figure S4: (a) Spectrum of the Liouvillian superoperator \mathcal{L} for the off-diagonal Aubry-André model with a finite dephasing rate. Parameter values are A=1A=1, B=0.7B=0.7 and γ=1\gamma=1. Lattice size L=55L=55. (b) Behavior of the IPR of all eigenvectors of \mathcal{L}.
Refer to caption
Figure S5: Behavior of IPRmin and IPRmax of eigenstates of the Liouvillian superoperator \mathcal{L} versus κ=B/A\kappa=B/A for the off-diagonal Aubry-André model at increasing values of dephasing rate γ\gamma. Parameter values are A=1A=1, L=55L=55.

A.5 S5. Off-diagonal Aubry-André model emulated by discrete-time photonic quantum walks

Here we show that the off-diagonal Aubry-André model can be emulated by the discrete-time quantum walk of photons in a synthetic mesh lattice realized by two coupled fiber loops with slightly unbalanced lengths. The light pulse dynamics with inhomogeneous coupling angles βn\beta_{n} is described by the set of discrete-time equations S2

un(m+1)\displaystyle u^{(m+1)}_{n} =\displaystyle= (cosβn+1un+1(m)+isinβn+1vn+1(m))exp(iϕn(m))\displaystyle\left(\cos\beta_{n+1}u^{(m)}_{n+1}+i\sin\beta_{n+1}v^{(m)}_{n+1}\right)\exp(i\phi_{n}^{(m)})\;\;\;\;\;\; (S23)
vn(m+1)\displaystyle v^{(m+1)}_{n} =\displaystyle= isinβn1un1(m)+cosβn1vn1(m)\displaystyle i\sin\beta_{n-1}u^{(m)}_{n-1}+\cos\beta_{n-1}v^{(m)}_{n-1} (S24)

where un(m)u_{n}^{(m)} and vn(m)v_{n}^{(m)} are the pulse amplitudes at discrete time step mm and lattice site nn in the two fiber loops, βn\beta_{n} is the site-dependent coupling angle, and ϕn(m)\phi_{n}^{(m)} are uncorrelated stochastic phases with uniform distribution in the range (π,π)(-\pi,\pi).

The coherent quantum walk is obtained by Eqs.(S23) and (S24) by letting ϕn(m)=0\phi_{n}^{(m)}=0. Let us assume a coupling angle βn\beta_{n} close to π/2\pi/2, i.e. let us assume

βn=π2θn\beta_{n}=\frac{\pi}{2}-\theta_{n} (S25)

with |θn|ϵ1|\theta_{n}|\sim\epsilon\ll 1. Up to order ϵ\sim\epsilon, we may set sinβn1\sin\beta_{n}\simeq 1 and cosβnθn\cos\beta_{n}\simeq\theta_{n} in Eqs.(S23) and (S24). After letting un(m)=(i)mFn(m)u_{n}^{(m)}=(i)^{m}F_{n}^{(m)}, elimination of the amplitudes vn(m)v_{n}^{(m)} from Eqs.(S23) and (S24) yields the following second-order difference equation for Fn(m)F_{n}^{(m)}

Fn(m+1)=Fn(m1)i(θnFn1(m)+θn+1Fn+1(m))F^{(m+1)}_{n}=F^{(m-1)}_{n}-i\left(\theta_{n}F_{n-1}^{(m)}+\theta_{n+1}F_{n+1}^{(m)}\right) (S26)

which is accurate up to order ϵ\sim\epsilon. Equation (S26) indicates that the amplitude Fn(m)F_{n}^{(m)} changes by a small quantity, of order ϵ\epsilon, every two discrete time steps, i.e. when mm is increased to (m+2)(m+2). Therefore, the most general solution to Eq.(S26) can be written as the superposition

Fn(m)=ψn(+)(m)+(1)mψn()(m)F_{n}^{(m)}=\psi_{n}^{(+)}(m)+(-1)^{m}\psi_{n}^{(-)}(m) (S27)

where the amplitudes ψn(±)(m)\psi_{n}^{(\pm)}(m) are slowly-varying functions of mm and satisfy the decoupled equations

iψn(±)m=±(Jnψn+1(±)+Jn1ψn1(±))i\frac{\partial\psi_{n}^{(\pm)}}{\partial m}=\pm\left(J_{n}\psi_{n+1}^{(\pm)}+J_{n-1}\psi_{n-1}^{(\pm)}\right) (S28)

where we have set

Jn=12θn+112cosβn+1J_{n}=\frac{1}{2}\theta_{n+1}\simeq\frac{1}{2}\cos\beta_{n+1} (S29)

and treated mm as continuous variable. Clearly, Eq.(S28) corresponds to the single-particle Schrödinger equation in a one-dimensional lattice with inhomogeneous hopping rates JnJ_{n}. The off-diagonal Aubry-André model is thus retrieved by letting βn=π/22A2Bcos(2παn)\beta_{n}=\pi/2-2A-2B\cos(2\pi\alpha n), with A,B1A,B\ll 1.

A.6 S6. Incoherent photonic quantum walk

When random phases ϕn(m)\phi_{n}^{(m)} are applied at every discrete time step mm, the discrete-time incoherent quantum walk is described by following map for the light pulse intensities Xn(m)=|un(m)|2¯X_{n}^{(m)}=\overline{|u_{n}^{(m)}|^{2}} and Yn(m)=|vn+1(m)|2¯Y_{n}^{(m)}=\overline{|v_{n+1}^{(m)}|^{2}} in the two fiber loops

Xn(m+1)\displaystyle X_{n}^{(m+1)} =\displaystyle= cos2βn+1Xn+1(m)+sin2βn+1Yn(m)\displaystyle\cos^{2}\beta_{n+1}X_{n+1}^{(m)}+\sin^{2}\beta_{n+1}Y_{n}^{(m)} (S30)
Yn(m+1)\displaystyle Y_{n}^{(m+1)} =\displaystyle= sin2βnXn(m)+cos2βnYn1(m)\displaystyle\sin^{2}\beta_{n}X_{n}^{(m)}+\cos^{2}\beta_{n}Y_{n-1}^{(m)} (S31)

where the overline denotes statistical average. The above equations describe a classical random walk on two lattices and are analogous to Eq.(S14) for a binary lattice system. They conserve the particle probability, n(Xn(m)+Yn(m))=1\sum_{n}(X_{n}^{(m)}+Y_{n}^{(m)})=1, and are readily obtained after taking the modulus square of both sides in Eqs.(S23) and (S24) and making the statistical average, using the property that un(m)vn(m)¯=0\overline{u_{n}^{(m)}v_{n}^{(m)*}}=0. Let Xn(m)=μmXnX_{n}^{(m)}=\mu^{m}X_{n} and Yn(m)=μmYnY_{n}^{(m)}=\mu^{m}Y_{n}, where μ\mu and (Xn,Yn)(X_{n},Y_{n}) are the 2L2L eigenvalues and corresponding eigenvectors of the incoherent propagator 𝒰\mathcal{U} defined by Eqs.(S30) and (S31) , i.e.

𝒰(XnYn)=μ(XnYn).\mathcal{U}\left(\begin{array}[]{c}X_{n}\\ Y_{n}\end{array}\right)=\mu\left(\begin{array}[]{c}X_{n}\\ Y_{n}\end{array}\right). (S32)

Owing to particle probability conservation, the eigenvalues μ\mu satisfy the constraint |μ|1|\mu|\leq 1, and there is always the eigenvalue μ1=1\mu_{1}=1 with the corresponding eigenvector Xn=Yn=1/(2L)X_{n}=Y_{n}=1/(2L), where LL is the number of lattice sites (periodic boundary conditions are assumed and LL is a Fibonacci number used to approximate the inverse of the golden ratio α=(51)/2\alpha=(\sqrt{5}-1)/2). This is the most dominant (i.e. with the largest |μ||\mu|) and non-decaying eigenstate of 𝒰\mathcal{U}, corresponding to uniform excitation of the lattice. This means that asymptotically any initially localized excitation in the lattice spreads to reach a uniform distribution. However, if there are localized eigenstates of the transition matrix with extremely long lifetimes, i.e. with |μ||\mu| very close to 1, the spreading can be greatly slowed down and excitation can be transiently trapped in the lattice.
Clearly, when the coupling angle βn\beta_{n} is given by Eq.(S25) with |θn|ϵ1|\theta_{n}|\sim\epsilon\ll 1 and the photonic quantum walk emulates the off-diagonal Aubry-André model, the incoherent dynamics described by the map (S30) and (S31) should correspond to the classical master equation given by Eqs.(4) and (5) of the main text. In fact, in this case we can eliminate from Eqs.(S30) and (S31) the variables Yn(m)Y_{n}^{(m)}, and up to order ϵ\sim\epsilon one obtains the second-order difference equation for Xn(m)X_{n}^{(m)}

Xn(m+1)=Xn(m1)+θn+12Xn+1(m)+θn2Xn1(m)(θn2+θn+12)Xn(m1)X_{n}^{(m+1)}=X_{n}^{(m-1)}+\theta_{n+1}^{2}X_{n+1}^{(m)}+\theta_{n}^{2}X_{n-1}^{(m)}-(\theta_{n}^{2}+\theta_{n+1}^{2})X_{n}^{(m-1)} (S33)

with Yn(m+1)Xn(m)Y_{n}^{(m+1)}\simeq X_{n}^{(m)}. This means that, after each time step, the light pulse distribution in the two loops (sublattices), i.e. variables XnX_{n} and YnY_{n}, are flipped. A similar second-order difference equation is obtained for Yn(m)Y_{n}^{(m)}, namely

Yn(m+1)=Yn(m1)+θn+12Yn+1(m)+θn2Yn1(m)(θn2+θn+12)Yn(m1).Y_{n}^{(m+1)}=Y_{n}^{(m-1)}+\theta_{n+1}^{2}Y_{n+1}^{(m)}+\theta_{n}^{2}Y_{n-1}^{(m)}-(\theta_{n}^{2}+\theta_{n+1}^{2})Y_{n}^{(m-1)}. (S34)

If we sum both sides of Eqs.(S33) and (S34), one obtains the following difference equation

Pn(m+1)=Pn(m1)+θn+12Pn+1(m)+θn2Pn1(m)(θn2+θn+12)Pn(m1).P_{n}^{(m+1)}=P_{n}^{(m-1)}+\theta_{n+1}^{2}P_{n+1}^{(m)}+\theta_{n}^{2}P_{n-1}^{(m)}-(\theta_{n}^{2}+\theta_{n+1}^{2})P_{n}^{(m-1)}. (S35)

for the probabilities Pn(m)=Xn(m)+Yn(m)P_{n}^{(m)}=X_{n}^{(m)}+Y_{n}^{(m)}. Since Pn(m)P_{n}^{(m)} varies slowly at each time step, we can treat m=tm=t as a continuous time variable, and after letting Pn(t)=Pn(m)P_{n}(t)=P_{n}^{(m)} the difference equation (S35) can be approximated by the differential equation

dPndt=12(θn2+θn+12)Pn+12θn+12Pn+1+12θn2Pn\frac{dP_{n}}{dt}=-\frac{1}{2}(\theta_{n}^{2}+\theta_{n+1}^{2})P_{n}+\frac{1}{2}\theta_{n+1}^{2}P_{n+1}+\frac{1}{2}\theta_{n}^{2}P_{n} (S36)

which is precisely the classical master equation, defined by Eqs.(4) and (5) of the main text, with γ=1\gamma=1 and Jn=12θn+112cosβn+1J_{n}=\frac{1}{2}\theta_{n+1}\simeq\frac{1}{2}\cos\beta_{n+1}.

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