Kan: Kolmogorov-arnold networks

Z Liu, Y Wang, S Vaidya, F Ruehle, J Halverson… - arxiv preprint arxiv …, 2024 - arxiv.org
Inspired by the Kolmogorov-Arnold representation theorem, we propose Kolmogorov-Arnold
Networks (KANs) as promising alternatives to Multi-Layer Perceptrons (MLPs). While MLPs …

Lyapunov exponent, mobility edges, and critical region in the generalized Aubry-André model with an unbounded quasiperiodic potential

YC Zhang, YY Zhang - Physical Review B, 2022 - APS
In this work, we investigate the Anderson localization problems of the generalized Aubry-
André model (Ganeshan-Pixley-Das Sarma's model) with an unbounded quasiperiodic …

Observation of interaction-induced mobility edge in an atomic Aubry-André wire

Y Wang, JH Zhang, Y Li, J Wu, W Liu, F Mei, Y Hu… - Physical Review Letters, 2022 - APS
A mobility edge, a critical energy separating localized and extended excitations, is a key
concept for understanding quantum localization. The Aubry-André (AA) model, a paradigm …

Exact new mobility edges between critical and localized states

XC Zhou, Y Wang, TFJ Poon, Q Zhou, XJ Liu - Physical Review Letters, 2023 - APS
The disorder systems host three types of fundamental quantum states, known as the
extended, localized, and critical states, of which the critical states remain being much less …

Emergent entanglement phase transitions in non-Hermitian Aubry-André-Harper chains

SZ Li, XJ Yu, Z Li - Physical Review B, 2024 - APS
We investigate the entanglement dynamics of the non-Hermitian Aubry-André-Harper chain.
The results reveal that by increasing quasiperiodic strength, a phase transition occurs from …

Exact mobility edges, -symmetry breaking, and skin effect in one-dimensional non-Hermitian quasicrystals

Y Liu, Y Wang, XJ Liu, Q Zhou, S Chen - Physical Review B, 2021 - APS
We propose a general analytic method to study the localization transition in one-
dimensional quasicrystals with parity-time (PT) symmetry, described by complex …

Localization transition, spectrum structure, and winding numbers for one-dimensional non-Hermitian quasicrystals

Y Liu, Q Zhou, S Chen - Physical Review B, 2021 - APS
By analyzing the Lyapunov exponent (LE), we develop a rigorous, fundamental scheme for
the study of general non-Hermitian quasicrystals with both a complex phase factor and …

Polariton localization and dispersion properties of disordered quantum emitters in multimode microcavities

G Engelhardt, J Cao - Physical review letters, 2023 - APS
Experiments have demonstrated that the strong light-matter coupling in polaritonic
microcavities significantly enhances transport. Motivated by these experiments, we have …

Dephasing-induced mobility edges in quasicrystals

S Longhi - Physical Review Letters, 2024 - APS
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 …

Critical phase dualities in 1D exactly solvable quasiperiodic models

M Gonçalves, B Amorim, EV Castro, P Ribeiro - Physical Review Letters, 2023 - APS
We propose a solvable class of 1D quasiperiodic tight-binding models encompassing
extended, localized, and critical phases, separated by nontrivial mobility edges. Limiting …