Machine learning non-Hermitian topological phases

B Narayan, A Narayan - Physical Review B, 2021 - APS
Non-Hermitian topological phases have gained widespread interest due to their
unconventional properties, which have no Hermitian counterparts. In this work, we propose …

Machine learning topological invariants of non-Hermitian systems

LF Zhang, LZ Tang, ZH Huang, GQ Zhang, W Huang… - Physical Review A, 2021 - APS
The study of topological properties by machine learning approaches has attracted
considerable interest recently. Here we propose machine learning the topological invariants …

Deep learning for the design of non-Hermitian topolectrical circuits

X Chen, J Sun, X Wang, H Jiang, D Zhu, X Zhou - Physical Review B, 2024 - APS
Non-Hermitian topological phases can produce some remarkable properties, compared with
their Hermitian counterpart, such as the breakdown of conventional bulk-boundary …

Topological semimetal phase in non-Hermitian Su–Schrieffer–Heeger model

JJ Li, JQ Li, Y Yan, J Cao, WX Cui, S Zhang… - New Journal of …, 2024 - iopscience.iop.org
We explore the non-Hermitian Su–Schrieffer–Heeger model with long-range hopping and
off-diagonal disorders. In the non-Hermitian clean limit, we find that the phase diagram holds …

Observation of non-Hermitian topology with nonunitary dynamics of solid-state spins

W Zhang, X Ouyang, X Huang, X Wang, H Zhang… - Physical Review Letters, 2021 - APS
Non-Hermitian topological phases exhibit a number of exotic features that have no
Hermitian counterparts, including the skin effect and breakdown of the conventional bulk …

Unsupervised learning of non-Hermitian topological phases

LW Yu, DL Deng - Physical Review Letters, 2021 - APS
Non-Hermitian topological phases bear a number of exotic properties, such as the non-
Hermitian skin effect and the breakdown of conventional bulk-boundary correspondence. In …

Supervised machine learning topological states of one-dimensional non-Hermitian systems

Z Cheng, Z Yu - Chinese Physics Letters, 2021 - iopscience.iop.org
We apply supervised machine learning to study the topological states of one-dimensional
non-Hermitian systems. Unlike Hermitian systems, the winding number of such non …

Topological phases in non-hermitian aubry-andré-harper models

QB Zeng, YB Yang, Y Xu - Physical Review B, 2020 - APS
Topological phases have recently witnessed rapid progress in non-Hermitian systems. Here
we study a one-dimensional non-Hermitian Aubry-André-Harper (AAH) model with …

Non-Hermitian semi-Dirac semi-metals

A Banerjee, A Narayan - Journal of Physics: Condensed Matter, 2021 - iopscience.iop.org
Recently, many novel and exotic phases have been proposed by considering the role of
topology in non-Hermitian systems, and their emergent properties are of wide current …

Periodic table for topological bands with non-Hermitian symmetries

H Zhou, JY Lee - Physical Review B, 2019 - APS
Classifications of symmetry-protected topological (SPT) phases provide a framework to
systematically understand the physical properties and potential applications of topological …