Imagen de Portada

Learning-at-Criticality in Large Language Models for Quantum Field Theory and Beyond

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Cai, Xiansheng, Hu, Sihan, Wang, Tao, Huang, Yuan, Zhang, Pan, Deng, Youjin, Chen, Kun
Formato:	Preprint
Publicado:	2025
Materias:	Machine Learning Disordered Systems and Neural Networks Statistical Mechanics Strongly Correlated Electrons Computational Physics
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Boundary Criticality in the 2d Random Quantum Ising Model
por: Tenkila, Gaurav, et al.
Publicado: (2024)

Boundary Criticality at the Nishimori Multicritical Point
por: Yang, Sheng, et al.
Publicado: (2025)

Quantum criticality at strong randomness: a lesson from anomaly
por: Panahi, Yasamin, et al.
Publicado: (2026)

Group Convolutional Neural Network for the Low-Energy Spectrum in the Quantum Dimer Model
por: Sharma, Ojasvi, et al.
Publicado: (2025)

Topological Modes in Monitored Quantum Dynamics
por: Pan, Haining, et al.
Publicado: (2024)

Thermodynamics based on Neural Networks
por: Wagner, D., et al.
Publicado: (2023)

Probing Random-Bond Disorder Effects on Ferromagnetic Skyrmion Arrays
por: Iroulart, E., et al.
Publicado: (2024)

Smeared phase transition in the dissipative random quantum Ashkin-Teller model
por: Farinas, Pedro S., et al.
Publicado: (2025)

Scaling of Fock space propagator in quasiperiodic many-body localizing systems
por: Ghosh, Soumi, et al.
Publicado: (2024)

Machine-Learning Detection of the Berezinskii-Kosterlitz-Thouless Transitions
por: Mochizuki, Masahito, et al.
Publicado: (2025)

Electronic instabilities in Penrose quasi-crystals: competition, coexistence and collaboration of order
por: Profe, Jonas B., et al.
Publicado: (2020)

Universality classes for purification in nonunitary quantum processes
por: De Luca, Andrea, et al.
Publicado: (2023)

Heisenberg spin chain with random-sign couplings
por: Fava, Michele, et al.
Publicado: (2023)

Exact numerical solution of the fully-connected classical and quantum Heisenberg spin glass
por: Kavokine, Nikita, et al.
Publicado: (2023)

Scalar susceptibility of a diluted classical XY model
por: Beattie-Hauser, Reece, et al.
Publicado: (2023)

Average Categorical Symmetries in One-Dimensional Disordered Systems
por: Li, Yabo, et al.
Publicado: (2026)

Discrete time-crystals in unbounded potentials
por: Lev, Yevgeny Bar, et al.
Publicado: (2024)

Exact Diagonalization Study on Avalanches in Many-Body Localized Constrained Spin Chains
por: Lu, Shuangyuan
Publicado: (2024)

Dynamical localization and slow thermalization in a class of disorder-free periodically driven one-dimensional interacting systems
por: Aditya, Sreemayee, et al.
Publicado: (2023)

Enhanced localization in the prethermal regime of continuously measured many-body localized systems
por: Patrick, Kristian, et al.
Publicado: (2023)

Minimalist Neural Networks training for phase classification in diluted-Ising models
por: Pavioni, G. L. Garcia, et al.
Publicado: (2023)

Thermal Quench Dynamics of Visons in Gapless Kitaev Spin Liquid
por: Yang, Yang, et al.
Publicado: (2024)

Topological Phase Transition under Infinite Randomness
por: Mondal, Saikat, et al.
Publicado: (2025)

Scaling and data collapse of two-dimensional random singlet state in magnetic field
por: Peng, Chen, et al.
Publicado: (2023)

Temporal relaxation of disordered many-body quantum systems under driving and dissipation
por: Richter, Jonas
Publicado: (2024)

Magnetic effects of non-magnetic impurities in gapped short-range resonating valence bond spin liquids
por: Ansari, Md Zahid, et al.
Publicado: (2024)

Thermal states emerging from low-entanglement background in disordered spin models
por: Ma, Yule, et al.
Publicado: (2025)

Tunable non-Fermi liquid phase from coupling to two-level systems
por: Bashan, Noga, et al.
Publicado: (2023)

Universal Freezing Transitions of Dipole-Conserving Chains
por: Classen-Howes, Jonathan, et al.
Publicado: (2024)

Critical behavior of dirty parafermionic chains
por: Pandey, Akshat, et al.
Publicado: (2024)

Post-selected Criticality in Measurement-induced Phase Transitions
por: Nambi, Dolly, et al.
Publicado: (2026)

Higher Nishimori Criticality and Exact Results at the Learning Transition of Deformed Toric Codes
por: Patil, Rushikesh A., et al.
Publicado: (2026)

Quantum Zeno Effect in Noisy Integrable Quantum Circuits for Impurity Models
por: Tang, Yicheng, et al.
Publicado: (2024)

Field theory of monitored, interacting fermion dynamics with charge conservation
por: Guo, Haoyu, et al.
Publicado: (2024)

Dynamical freezing and enhanced magnetometry in an interacting spin ensemble
por: Lu, Ya-Nan, et al.
Publicado: (2025)

The classical limit of Quantum Max-Cut
por: Bulchandani, Vir B., et al.
Publicado: (2024)

Disorder-Order Interface Propagating over the Ferromagnetic Ground State in the Transverse Field Ising Chain
por: Marić, Vanja, et al.
Publicado: (2024)

Sachdev-Ye-Kitaev Model in a Quantum Glassy Landscape
por: Bera, Surajit, et al.
Publicado: (2025)

Coexistence of ergodic and non-ergodic behavior and level spacing statistics in a one-dimensional model of a flat band superconductor
por: Teeriaho, Meri, et al.
Publicado: (2024)

Solvable models of two-level systems coupled to itinerant electrons: Robust non-Fermi liquid and quantum critical pairing
por: Tulipman, Evyatar, et al.
Publicado: (2024)