aiqbench analysis
This research presents a significant methodological advance in quantum simulation by utilizing tensor networks to model non-Hermitian systems at unprecedented scales exceeding one billion lattice sites. By overcoming traditional finite-size effects, the study enables direct observation of macroscopic topological corner modes in three-dimensional structures, which is critical for validating theoretical predictions against real-world physical behaviors. The work establishes a new computational paradigm essential for exploring complex quantum phases that were previously inaccessible to large-scale numerical analysis.
Real-space spectral functions of three-dimensional billion-size topological non-Hermitian matter with tensor networks
arXiv:2606.16424v1 Announce Type: cross Abstract: Non-Hermitian systems host a wide range of unconventional topological phenomena while large-scale simulations in finite three dimensional systems remain challenging because of the rapidly growing number of sites. In particular, higher-order topological corner modes are often studied only in small lattices, where strong finite-size effects can mask their intrinsic behavior. Here, we develop a tensor-network framework that combines quantics tensor cross interpolation with the kernel polynomial method, enabling compact representations of large non-Hermitian tight-binding Hamiltonians and direct calculations of real-space spectral functions for systems exceeding one billion lattice sites. Using this approach, we investigate three-dimensional non-Hermitian higher-order topological insulators with with structured real-space geometries. The unprecedented system size enables direct access to the macroscopic regime and allows corner-mode spectral responses to be resolved in genuinely three-dimensional systems.By tuning the loss strength, we identify distinct in-gap corner modes across weak- and strong-loss regimes.Our results establish tensor-network algorithms as a powerful strategy to perform real-space spectral calculations in exceptionally large non-Hermitian systems.
Abstract:Non-Hermitian systems host a wide range of unconventional topological phenomena while large-scale simulations in finite three dimensional systems remain challenging because of the rapidly growing number of sites. In particular, higher-order topological corner modes are often studied only in small lattices, where strong finite-size effects can mask their intrinsic behavior. Here, we develop a tensor-network framework that combines quantics tensor cross interpolation with the kernel polynomial method, enabling compact representations of large non-Hermitian tight-binding Hamiltonians and direct calculations of real-space spectral functions for systems exceeding one billion lattice sites. Using this approach, we investigate three-dimensional non-Hermitian higher-order topological insulators with with structured real-space geometries. The unprecedented system size enables direct access to the macroscopic regime and allows corner-mode spectral responses to be resolved in genuinely three-dimensional this http URL tuning the loss strength, we identify distinct in-gap corner modes across weak- and strong-loss this http URL results establish tensor-network algorithms as a powerful strategy to perform real-space spectral calculations in exceptionally large non-Hermitian systems.
Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Quantum Physics (quant-ph)
arXiv:2606.16424 [cond-mat.mes-hall]
(or arXiv:2606.16424v1 [cond-mat.mes-hall] for this version)
https://doi.org/10.48550/arXiv.2606.16424 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.
Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.
Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Full text under the publisher's open licence · 263 words
Related coverage
Real-space spectral functions of three-dimensional billion-size topological non-Hermitian matter with tensor networks
arXiv · Jun 17, 2026
Tensor-network methodology for real-space super-moir\'e excitons
arXiv · Aug 21, 2026

Interview with Matthias Troyer, Vice President & Technical Fellow at Microsoft
Quantum Computing Report · Sep 23, 2026

PIRAMID: Progress and Plans
LessWrong · Jul 27, 2026