Copertina

Many-body mobility edges in one dimension revealed by efficient and interpretable feature-based learning with Kolmogorov-Arnold Networks

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Dai, Siqi, Yi, Tian-Cheng, Wei, Xingbo, Zhang, Yunbo
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Disordered Systems and Neural Networks
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Bound states in one-dimensional systems with colored noise
di: Wei, Xingbo, et al.
Pubblicazione: (2024)

Two mass-imbalanced atoms in a hard-wall trap: Deep learning integrability of many-body systems
di: Lang, Liheng, et al.
Pubblicazione: (2024)

Exact multiple anomalous mobility edges in a flat band geometry
di: Lu, Zhanpeng, et al.
Pubblicazione: (2025)

Structural constraints on mobility edges in one-dimensional quasiperiodic systems
di: Lee, Sanghoon, et al.
Pubblicazione: (2026)

Coexistence of ergodic and weakly ergodic states in finite-height Wannier-Stark ladders
di: Wei, Xingbo, et al.
Pubblicazione: (2023)

Exact anomalous mobility edges in one-dimensional non-Hermitian quasicrystals
di: Jiang, Xiang-Ping, et al.
Pubblicazione: (2024)

KAN: Kolmogorov-Arnold Networks
di: Liu, Ziming, et al.
Pubblicazione: (2024)

Reentrant localization transition induced by a composite potential
di: Wei, Xingbo
Pubblicazione: (2025)

Many-body mobility edges in 1D and 2D revealed by convolutional neural networks
di: Chen, Anffany
Pubblicazione: (2023)

Interaction-induced moiré lattices: from mosaic mobility edges to many-body localization
di: Yang, Yan-Hao, et al.
Pubblicazione: (2026)

Engineering mobility in quasiperiodic lattices with exact mobility edges
di: Wang, Zhenbo, et al.
Pubblicazione: (2023)

Many-body localization properties of one-dimensional anisotropic spin-1/2 chains
di: Hu, Taotao, et al.
Pubblicazione: (2025)

Kolmogorov-Arnold Wavefunctions
di: Bedaque, Paulo F., et al.
Pubblicazione: (2025)

Quantum criticality of generalized Aubry-André models with exact mobility edges using fidelity susceptibility
di: Liu, Yu-Bin, et al.
Pubblicazione: (2024)

Interpretation of Crystal Energy Landscapes with Kolmogorov-Arnold Networks
di: Zu, Gen, et al.
Pubblicazione: (2026)

Statistics of noninteracting many-body fermionic states: The question of a many-body mobility edge
di: Huang, Ke, et al.
Pubblicazione: (2023)

Thermodynamic modes of a quasiperiodic mobility-edge system in a quantum Otto cycle
di: Zhou, Ao, et al.
Pubblicazione: (2026)

Anderson mobility edge as a percolation transition
di: Filoche, Marcel, et al.
Pubblicazione: (2023)

Localization and mobility edges in non-Hermitian continuous quasiperiodic systems
di: Jiang, Xiang-Ping, et al.
Pubblicazione: (2024)

Phase induced localization transition
di: Liu, Tong, et al.
Pubblicazione: (2024)

Many-body localization on finite generation fractal lattices
di: Manna, Sourav, et al.
Pubblicazione: (2021)

Hidden self-duality and exact mobility edges in quasiperiodic network models
di: Hu, Hai-Tao, et al.
Pubblicazione: (2024)

Exact mobility edges in quasiperiodic network models with slowly varying potentials
di: Hu, Hai-Tao, et al.
Pubblicazione: (2025)

Generic non-Hermitian mobility edges in a class of duality-breaking quasicrystals
di: Jiang, Xiang-Ping, et al.
Pubblicazione: (2024)

Limitations of SVD-Based Diagnostics for Non-Hermitian Many-Body Localization with Time-Reversal Symmetry
di: You, Huimin, et al.
Pubblicazione: (2026)

Fate of pseudo mobility-edge and multiple states in non-Hermitian Wannier-Stark lattice
di: Zhao, Yu-Jun, et al.
Pubblicazione: (2024)

Exact complex mobility edges and flagellate spectra for non-Hermitian quasicrystals with exponential hoppings
di: Wang, Li, et al.
Pubblicazione: (2024)

Exact multiple complex mobility edges and quantum state engineering in coupled 1D quasicystals
di: Wang, Li, et al.
Pubblicazione: (2025)

Smooth Kolmogorov Arnold networks enabling structural knowledge representation
di: Samadi, Moein E., et al.
Pubblicazione: (2024)

Multifractal-enriched mobility edges and emergent quantum phases in Rydberg atomic arrays
di: Li, Shan-Zhong, et al.
Pubblicazione: (2025)

Asymptotics of feature learning in two-layer networks after one gradient-step
di: Cui, Hugo, et al.
Pubblicazione: (2024)

Dephasing-induced mobility edges in quasicrystals
di: Longhi, Stefano
Pubblicazione: (2024)

Critical feature learning in deep neural networks
di: Fischer, Kirsten, et al.
Pubblicazione: (2024)

Probing multi-mobility edges in quasiperiodic mosaic lattices
di: Gao, Jun, et al.
Pubblicazione: (2023)

Unveiling quantum criticality of disordered Aubry-André-Harper models via typical fidelity susceptibility
di: Yi, Tian-Cheng, et al.
Pubblicazione: (2025)

Tree tensor networks for many-body localization in two dimensions
di: Humpert, Lars, et al.
Pubblicazione: (2025)

Many-body dynamical localization in Fock space
di: Dupont, Nathan, et al.
Pubblicazione: (2026)

Exact non-Hermitian mobility edges and robust flat bands in two-dimensional Lieb lattices with imaginary quasiperiodic potentials
di: Jiang, Xiang-Ping, et al.
Pubblicazione: (2024)

Lecture notes: From Gaussian processes to feature learning
di: Helias, Moritz, et al.
Pubblicazione: (2026)

Correlation-induced phase transitions and mobility edges in an interacting non-Hermitian quasicrystal
di: Qian, Tian, et al.
Pubblicazione: (2023)