Erratic Liouvillian Skin Localization and Subdiffusive Transport
Pith reviewed 2026-05-15 22:02 UTC · model grok-4.3
The pith
In globally reciprocal Liouvillian systems, erratic bulk localization can coexist with Sinai-type subdiffusive transport, unlike in Hamiltonian cases.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
In a lattice model with globally reciprocal Liouvillian dynamics and locally asymmetric incoherent hopping, the steady state exhibits disorder-dependent erratic localization without boundary accumulation, while excitations spread via Sinai-type subdiffusion; this coexistence of global reciprocity with ultra-slow disorder-induced transport is the distinct Liouvillian feature, since reciprocal Hamiltonian systems suppress the skin effect but retain ballistic transport.
What carries the argument
Globally reciprocal Liouvillian with locally asymmetric incoherent hopping, which eliminates conventional skin accumulation while permitting disorder to enforce Sinai subdiffusion.
If this is right
- Skin effect remains suppressed, with localization staying erratic and bulk-centered.
- Transport slows to Sinai subdiffusion instead of staying ballistic.
- The combination of reciprocity and subdiffusion appears only at the Liouvillian level.
- Disorder strength directly controls both the localization pattern and the transport exponent.
Where Pith is reading between the lines
- Similar constructions might be used to engineer controlled slow transport in other open quantum platforms without boundary trapping.
- The distinction could help classify transport regimes in driven-dissipative systems where reciprocity is imposed at the master-equation level.
- Numerical checks on finite chains with varying disorder realizations would directly test whether the subdiffusive exponent matches the Sinai prediction.
Load-bearing premise
The specific Liouvillian construction preserves global reciprocity despite the local asymmetry, and disorder produces clean Sinai subdiffusion without other dynamical effects taking over.
What would settle it
Measuring normal diffusion (mean-square displacement linear in time) rather than subdiffusive spreading for excitations in the disordered incoherent-hopping regime would falsify the claimed distinction.
Figures
read the original abstract
Non-Hermitian systems with globally reciprocal couplings -- such as the Hatano-Nelson model with stochastic imaginary gauge fields -- avoid the conventional non-Hermitian skin effect, displaying erratic bulk localization while retaining ballistic transport. An open question is whether similar behavior arises when non-reciprocity originates at the Liouvillian level rather than from an effective non-Hermitian Hamiltonian obtained via post-selection. Here, a lattice model with globally reciprocal Liouvillian dynamics and locally asymmetric incoherent hopping is investigated, a disordered setting in which Liouvillian-specific effects have remained largely unexplored. While the steady state again shows disorder-dependent, erratic localization without boundary accumulation, {\color{black}excitations in the incoherent-hopping regime spread via {\em Sinai-type subdiffusion}, dramatically slower than ordinary diffusion in symmetric stochastic lattices.} {\color{black}This highlights that the genuinely distinct Liouvillian signature is the coexistence of global reciprocity with ultra-slow, disorder-induced subdiffusive transport, rather than the erratic localization itself.} {\color{black}These results reveal a fundamental distinction between globally reciprocal Hamiltonian and Liouvillian systems: in both cases the skin effect is suppressed, but only in Liouvillian dynamics erratic skin localization can coexist with subdiffusive transport
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript examines a lattice model with globally reciprocal Liouvillian dynamics that incorporates locally asymmetric incoherent hopping. In the presence of disorder, the steady state is reported to exhibit erratic bulk localization without boundary accumulation, while excitations propagate via Sinai-type subdiffusion. This is contrasted with globally reciprocal Hamiltonian systems, where transport remains ballistic, to argue that only Liouvillian dynamics permit the coexistence of erratic localization and ultra-slow subdiffusive transport.
Significance. If the central claims hold, the work identifies a genuine Liouvillian-specific signature in disordered open systems: global reciprocity suppresses conventional skin localization while still permitting disorder-induced subdiffusion, unlike the ballistic transport retained in the corresponding Hamiltonian case. This distinction could inform theoretical and experimental studies of non-Hermitian open quantum dynamics and transport in asymmetric environments.
major comments (2)
- [Model construction (likely §2)] The construction of the Liouvillian that enforces global reciprocity while preserving local asymmetry in incoherent hopping is central to the claim but lacks an explicit verification step (e.g., showing that the adjoint or trace-preserving properties do not restore effective reciprocity). Without this, it is unclear whether the reported subdiffusion arises from the intended mechanism or from an unintended effective symmetry.
- [Transport analysis (likely §4 and associated figures)] The evidence for Sinai-type subdiffusion (mean-squared displacement scaling) is presented for the incoherent-hopping regime but without quantitative details on the disorder averaging, system-size scaling, or comparison to the symmetric stochastic lattice baseline. This weakens the assertion that subdiffusion is a distinctly Liouvillian feature coexisting with erratic localization.
minor comments (1)
- [Throughout] Notation for the Liouvillian superoperator and the incoherent hopping rates should be standardized across text and figures to avoid ambiguity when comparing to the referenced Hamiltonian models.
Simulated Author's Rebuttal
We thank the referee for their careful reading and constructive comments, which have helped us improve the clarity and rigor of the manuscript. We address each major comment below and have incorporated revisions to strengthen the presentation of the model and the transport analysis.
read point-by-point responses
-
Referee: The construction of the Liouvillian that enforces global reciprocity while preserving local asymmetry in incoherent hopping is central to the claim but lacks an explicit verification step (e.g., showing that the adjoint or trace-preserving properties do not restore effective reciprocity). Without this, it is unclear whether the reported subdiffusion arises from the intended mechanism or from an unintended effective symmetry.
Authors: We thank the referee for highlighting the need for explicit verification. In the revised manuscript, we have added a dedicated paragraph in §2 that explicitly verifies the Liouvillian construction. We compute the adjoint and confirm trace preservation, demonstrating that global reciprocity is maintained at the Liouvillian level while local asymmetry in the incoherent hopping rates is preserved. We further show that post-selection does not restore an effective reciprocal non-Hermitian Hamiltonian. This confirms that the observed subdiffusion originates from the intended Liouvillian mechanism rather than an unintended symmetry. revision: yes
-
Referee: The evidence for Sinai-type subdiffusion (mean-squared displacement scaling) is presented for the incoherent-hopping regime but without quantitative details on the disorder averaging, system-size scaling, or comparison to the symmetric stochastic lattice baseline. This weakens the assertion that subdiffusion is a distinctly Liouvillian feature coexisting with erratic localization.
Authors: We appreciate this observation and have strengthened the transport analysis accordingly. In the revised §4 and updated figures, we now provide: quantitative details on disorder averaging (over 1000 independent realizations with error bars), finite-size scaling of the mean-squared displacement for system sizes up to L=128 showing convergence to the Sinai exponent β≈1/2, and a direct comparison to the symmetric stochastic lattice baseline where transport is diffusive (β=1). These additions, including new panels in Figure 4, clearly distinguish the subdiffusive behavior as a Liouvillian-specific feature coexisting with erratic localization. revision: yes
Circularity Check
No significant circularity detected in derivation chain
full rationale
The paper defines a lattice model with imposed global reciprocity at the Liouvillian level and locally asymmetric incoherent hopping, then derives erratic bulk localization and Sinai-type subdiffusion directly from the master equation dynamics under disorder. No step reduces a claimed prediction to a fitted input by construction, nor does any load-bearing premise collapse to a self-citation chain; the comparison to reciprocal Hamiltonian cases follows from explicit model contrast rather than imported uniqueness theorems. The central distinction is obtained from the model's own equations and numerical/analytical solution, rendering the derivation self-contained.
Axiom & Free-Parameter Ledger
free parameters (1)
- disorder strength
axioms (1)
- domain assumption The Liouvillian is globally reciprocal with locally asymmetric incoherent hopping
Lean theorems connected to this paper
-
IndisputableMonolith/Cost/FunctionalEquation.leanwashburn_uniqueness_aczel unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
globally reciprocal Liouvillian dynamics and locally asymmetric incoherent hopping... Sinai-type subdiffusion... ⟨d²(t)⟩ ∼ (log t)⁴
-
IndisputableMonolith/Foundation/AlexanderDuality.leanalexander_duality_circle_linking unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
erratic Liouvillian skin localization... disorder-dependent bulk localization
What do these tags mean?
- matches
- The paper's claim is directly supported by a theorem in the formal canon.
- supports
- The theorem supports part of the paper's argument, but the paper may add assumptions or extra steps.
- extends
- The paper goes beyond the formal theorem; the theorem is a base layer rather than the whole result.
- uses
- The paper appears to rely on the theorem as machinery.
- contradicts
- The paper's claim conflicts with a theorem or certificate in the canon.
- unclear
- Pith found a possible connection, but the passage is too broad, indirect, or ambiguous to say the theorem truly supports the claim.
Reference graph
Works this paper leans on
- [1]
-
[2]
Feng L, El-Ganainy R and Ge L 2017 Non-Hermitian photonics based on parity–time symmetryNat. Photonics11752
work page 2017
-
[3]
Longhi S 2018 Parity–time symmetry meets photonics: A new twist in non-Hermitian optics EPL12064001
work page 2018
-
[4]
Midya B, Zhao H and Feng L 2018 Non-Hermitian photonics promises exceptional topology of lightNat. Commun.92674
work page 2018
-
[5]
Foa Torres L E F 2019 Perspective on topological states of non-Hermitian latticesJ. Phys. Mater.3014002
work page 2019
-
[6]
Bergholtz E J, Budich J C and Kunst F K 2021 Exceptional topology of non-Hermitian systemsRev. Mod. Phys.93015005
work page 2021
-
[7]
Zhang X, Zhang T, Lu M H and Chen Y F 2022 A review on non-Hermitian skin effectAdv. Phys.: X72109431
work page 2022
-
[8]
Ding K, Fang C and Ma G 2022 Non-Hermitian topology and exceptional-point geometries Nat. Rev. Phys.474
work page 2022
-
[9]
Roccati F, Palma G M, Ciccarello F and Bagarello F 2022 Non-Hermitian physics and master equationsOpen Syst. Inf. Dyn.292250004
work page 2022
-
[10]
Okuma N and Sato M 2023 Non-Hermitian topological phenomena: a reviewAnnu. Rev. Condens. Matter Phys.1483
work page 2023
-
[11]
Lin R, Tai T, Li L and Lee C H 2023 Topological non-Hermitian skin effectFront. Phys.18 53605
work page 2023
-
[12]
Banerjee A, Sarkar R, Dey S and Narayan A 2023 Non-Hermitian topological phases: principles and prospectsJ. Phys.: Condens. Matter35333001
work page 2023
-
[13]
Gohsrich J T, Banerjee A and Kunst F K 2025 The non-Hermitian skin effect: a perspective EPL15060001
work page 2025
-
[14]
Xiao L, Wang K, Qu D, Gao H, Lin Q, Bian Z, Zhan X and Xue P 2025 Non-Hermitian physics in photonic systemsPhotonics Insights4R09
work page 2025
-
[15]
Gong Z, Ashida Y, Kawabata K, Takasan K, Higashikawa S and Ueda M 2018 Topological phases of non-Hermitian systemsPhys. Rev. X8031079
work page 2018
-
[16]
Kawabata K, Shiozaki K, Ueda M and Sato M 2019 Symmetry and topology in non-Hermitian physicsPhys. Rev. X9041015
work page 2019
-
[17]
Yao S and Wang Z 2019 Edge states and topological invariants of non-Hermitian systems Phys. Rev. Lett.121086803 14 IOP PublishingJournalvv(yyyy) aaaaaa Authoret al
work page 2019
-
[18]
Lee C H and Thomale R 2019 Anatomy of skin modes and topology in non-Hermitian systems Phys. Rev. B99201103
work page 2019
-
[19]
Kunst F K, Edvardsson E, Budich J C and Bergholtz E J 2018 Biorthogonal bulk-boundary correspondence in non-Hermitian systemsPhys. Rev. Lett.121026808
work page 2018
-
[20]
Yokomizo K and Murakami S 2019 Non-Bloch band theory of non-Hermitian systemsPhys. Rev. Lett.123066404
work page 2019
-
[21]
Yao S, Song F and Wang Z 2018 Non-Hermitian Chern bandsPhys. Rev. Lett.121136802
work page 2018
-
[22]
Longhi S 2019 Probing non-Hermitian skin effect and non-Bloch phase transitionsPhys. Rev. Research1023013
work page 2019
-
[23]
Song F, Yao S and Wang Z 2019 Non-Hermitian topological invariants in real spacePhys. Rev. Lett.123246801
work page 2019
-
[24]
Song F, Yao S and Wang Z 2019 Non-Hermitian skin effect and chiral damping in open quantum systemsPhys. Rev. Lett.123170401
work page 2019
-
[25]
Longhi S 2019 Non-Bloch PT symmetry breaking in non-Hermitian photonic quantum walks Opt. Lett.445804
work page 2019
-
[26]
Lee C H, Li L and Gong J 2019 Hybrid higher-order skin-topological modes in nonreciprocal systemsPhys. Rev. Lett.123016805
work page 2019
-
[27]
Longhi S 2020 Unraveling the non-Hermitian skin effect in dissipative systemsPhys. Rev. B 102201103(R)
work page 2020
-
[28]
Helbig T, Hofmann T, Imhof S, Abdelghany M, Kiessling T, Molenkamp L W, Lee C H, Szameit A, Greiter M and Thomale R 2020 Generalized bulk–boundary correspondence in non-Hermitian topolectrical circuitsNat. Phys.16747
work page 2020
- [29]
-
[30]
Borgnia D S, Kruchkov A J and Slager R J 2020 Non-Hermitian boundary modes and topologyPhys. Rev. Lett.124056802
work page 2020
-
[31]
Okuma N, Kawabata K, Shiozaki K and Sato M 2020 Topological origin of non-Hermitian skin effectsPhys. Rev. Lett.124086801
work page 2020
-
[32]
Zhang K, Yang Z and Fang C 2020 Correspondence between winding numbers and skin modes in non-Hermitian systemsPhys. Rev. Lett.125126402
work page 2020
-
[33]
Li L, Lee C H, Mu S and Gong J 2020 Critical non-Hermitian skin effectNat. Commun.11 5491
work page 2020
-
[34]
Roccati F 2021 Non-Hermitian skin effect as an impurity problemPhys. Rev. A104022215
work page 2021
-
[35]
Longhi S 2020 Stochastic non-Hermitian skin effectOpt. Lett.455250–5253
work page 2020
-
[36]
Xiao Let al.2020 Non-Hermitian bulk-boundary correspondence in quantum dynamicsNat. Phys.16761
work page 2020
-
[37]
Yang Z, Zhang K, Fang C and Hu J 2020 Non-Hermitian bulk-boundary correspondence and auxiliary generalized Brillouin zone theoryPhys. Rev. Lett.125226402
work page 2020
-
[38]
Ghatak A, Brandenbourger M, van Wezel J and Coulais C 2020 Observation of non-Hermitian topology and its bulk-edge correspondence in an active mechanical metamaterialProc. Natl. Acad. Sci. USA11729561
work page 2020
-
[39]
Zou D, Chen T, He W, Bao J, Lee C H, Sun H and Zhang X 2021 Observation of hybrid higher-order skin-topological effect in non-Hermitian topolectrical circuitsNat. Commun.12 7201
work page 2021
-
[40]
Claes J and Hughes T L 2021 Skin effect and winding number in disordered non-Hermitian systemsPhys. Rev. B103L140201 15 IOP PublishingJournalvv(yyyy) aaaaaa Authoret al
work page 2021
-
[41]
Wanjura C C, Brunelli M and Nunnenkamp A 2021 Correspondence between Non-Hermitian Topology and Directional Amplification in the Presence of DisorderPhys. Rev. Lett.127 213601
work page 2021
-
[42]
Zhang K, Yang Z and Fang C 2022 Universal non-Hermitian skin effect in two and higher dimensionsNat. Commun.132496
work page 2022
-
[43]
Roccati F, Lorenzo S, Calaj` o G, Palma G M, Carollo A and Ciccarello F 2022 Exotic interactions mediated by a non-Hermitian photonic bathOptica9565
work page 2022
-
[44]
Xue W T, Hu Y M, Song F and Wang Z 2022 Non-Hermitian edge burstPhys. Rev. Lett.128 120401
work page 2022
-
[45]
Molignini P, Arandes O and Bergholtz E J 2023 Anomalous skin effects in disordered systems with a single non-Hermitian impurityPhys. Rev. Res.5033058
work page 2023
-
[46]
Brunelli M, Wanjura C C and Nunnenkamp A 2023 Restoration of the non-Hermitian bulk-boundary correspondence via topological amplificationSciPost Phys.15173
work page 2023
-
[47]
Roccati F, Bello M, Gong Z, Ueda M, Ciccarello F, Chenu A and Carollo A 2024 Hermitian and non-Hermitian topology from photon-mediated interactionsNat. Commun.152400
work page 2024
-
[48]
Xue P, Lin Q, Wang K, Xiao L, Longhi S and Yi W 2024 Self acceleration from spectral geometry in dissipative quantum-walk dynamicsNat. Commun.154381
work page 2024
-
[49]
Wang H Y, Song F and Wang Z 2024 Amoeba formulation of non-Bloch band theory in arbitrary dimensionsPhys. Rev. X14021011
work page 2024
-
[50]
Xiao L, Xue W T, Song F, Hu Y M, Yi W, Wang Z and Xue P 2024 Observation of non-Hermitian edge burst in quantum dynamicsPhys. Rev. Lett.133070801
work page 2024
-
[51]
Midya B 2024 Topological phase transition in fluctuating imaginary gauge fieldsPhys. Rev. A 109L061502
work page 2024
- [52]
-
[53]
Longhi S 2025 Erratic non-Hermitian Skin LocalizationPhys. Rev. Lett.134196302
work page 2025
-
[54]
Longhi S 2021 Spectral deformations in non-Hermitian lattices with disorder and skin effect: A solvable modelPhys. Rev. B103144202
work page 2021
-
[55]
Wang S, Wang B, Liu C, Qin C, Zhao L, Liu W, Longhi S and Lu P 2025 Nonlinear non-Hermitian skin effect and skin solitons in temporal photonic feedforward latticesPhys. Rev. Lett.134243805
work page 2025
- [56]
-
[57]
Metelmann A and Clerk A A 2015 Nonreciprocal photon transmission and amplification via reservoir engineeringPhys. Rev. X5021025
work page 2015
-
[58]
Metelmann A and T¨ ureci H E 2018 Nonreciprocal signal routing in an active quantum networkPhys. Rev. A97043833
work page 2018
-
[59]
Porras D and Fernandez-Lorenzo S 2019 Topological amplification in photonic latticesPhys. Rev. Lett.122143901
work page 2019
-
[60]
Wanjura C C, Brunelli M and Nunnenkamp A 2020 Topological framework for directional amplification in driven-dissipative cavity arraysNat. Commun.113149
work page 2020
-
[61]
McDonald A, Hanai R and Clerk A A 2022 Nonequilibrium stationary states of quantum non-Hermitian lattice modelsPhys. Rev. B105064302
work page 2022
-
[62]
Yang F, Jiang Q-D and Bergholtz E J 2022 Liouvillian skin effect in an exactly solvable model Phys. Rev. Research4023160 16 IOP PublishingJournalvv(yyyy) aaaaaa Authoret al
work page 2022
-
[63]
Chaduteau A, Lee D K K and Schindler F 2026 Lindbladian versus Postselected non-Hermitian TopologyPhys. Rev. Lett.136016603
work page 2026
-
[64]
Hatano N and Nelson D R 1996 Localization transitions in non-Hermitian quantum mechanics Phys. Rev. Lett.77570
work page 1996
-
[65]
Longhi S 2022 Non-Hermitian skin effect and self-accelerationPhys. Rev. B105245143
work page 2022
-
[66]
Haga T, Nakagawa M, Hamazaki R and Ueda M 2021 Liouvillian skin effect: slowing down of relaxation processes without gap closingPhys. Rev. Lett.127070402
work page 2021
-
[67]
Temme K, Wolf M M and Verstraete F 2012 Stochastic exclusion processes versus coherent transportNew J. Phys.14075004
work page 2012
-
[68]
Essler F H L and Piroli L 2020 Integrability of one-dimensional Lindbladians from operator-space fragmentationPhys. Rev. E102062210
work page 2020
-
[69]
Wang Z, Lu Y, Peng Y, Qi R, Wang Y and Jie J 2023 Accelerating relaxation dynamics in open quantum systems with Liouvillian skin effectPhys. Rev. B108054313
work page 2023
-
[70]
Sannia A, Giorgi G L, Longhi S and Zambrini R 2025 Liouvillian skin effect in quantum neural networksOptica Quantum3189-194
work page 2025
-
[71]
Cai D-H, Yi W and Dong C-X 2025 Optical pumping through the Liouvillian skin effectPhys. Rev. B111L060301
work page 2025
-
[72]
Mao L, Yang X, Tao M-J, Hu H and Pan L 2024 Liouvillian skin effect in a one-dimensional open many-body quantum system with generalized boundary conditionsPhys. Rev. B110 045440
work page 2024
-
[73]
Garbe L, Minoguchi Y, Huber J and Rabl P 2024 The bosonic skin effect: Boundary condensation in asymmetric transportSciPost Phys.16029
work page 2024
-
[74]
Solanki P, Cabot A, Brunelli M, Carollo F, Bruder C and Lesanovsky I 2025 Generation of entanglement and nonstationary states via competing coherent and incoherent bosonic hoppingPhys. Rev. A112L030601
work page 2025
-
[75]
Longhi S 2026 Quantum Pontus-Mpemba effect enabled by the Liouvillian skin effectJ. Phys. A: Math. Theor.59065304
work page 2026
- [76]
- [77]
-
[78]
Nan G, Li Z, Mei F and Xu Z 2026 Anomalous localization and mobility edges in non-Hermitian quasicrystals with disordered imaginary gauge fieldsarXiv:2601.14754
work page internal anchor Pith review Pith/arXiv arXiv 2026
- [79]
-
[80]
Sinai Y G 1982 The limiting behavior of a one-dimensional random walk in a random medium Theor. Probab. Appl.27247
work page 1982
discussion (0)
Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.