Supervised and unsupervised learning of the many-body critical phase, phase transitions, and critical exponents in disordered quantum systems
Fuente:
arXiv
Saved in:
| Main Authors: | Ahmed, Aamna, Roy, Nilanjan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Principal component analysis of absorbing state phase transitions
by: Muzzi, Cristiano, et al.
Published: (2024)
by: Muzzi, Cristiano, et al.
Published: (2024)
Non-parametric learning critical behavior in Ising partition functions: PCA entropy and intrinsic dimension
by: Panda, Rajat K., et al.
Published: (2023)
by: Panda, Rajat K., et al.
Published: (2023)
Bayesian phase transition for the critical Ising model: Enlarged replica symmetry in the epsilon expansion and in 2D
by: Wiese, Kay Joerg, et al.
Published: (2026)
by: Wiese, Kay Joerg, et al.
Published: (2026)
The phenomenological renormalization group in neuronal models near criticality
by: Nascimento, Kaio F. R., et al.
Published: (2025)
by: Nascimento, Kaio F. R., et al.
Published: (2025)
Inhomogeneous random graphs with infinite-mean fitness variables
by: Avena, Luca, et al.
Published: (2022)
by: Avena, Luca, et al.
Published: (2022)
Learning and Testing Inverse Statistical Problems For Interacting Systems Undergoing Phase Transition
by: Bae, Stefano, et al.
Published: (2025)
by: Bae, Stefano, et al.
Published: (2025)
Orthogonal projections of hypercubes
by: Horiike, Yoshiaki, et al.
Published: (2025)
by: Horiike, Yoshiaki, et al.
Published: (2025)
Gaussian approximation of dynamic cavity equations for linearly-coupled stochastic dynamics
by: Tarabolo, Mattia, et al.
Published: (2024)
by: Tarabolo, Mattia, et al.
Published: (2024)
Regressing bubble cluster dynamics as a disordered many-body system
by: Maeda, Kazuki, et al.
Published: (2021)
by: Maeda, Kazuki, et al.
Published: (2021)
Thermal transitions in a one-dimensional, finite-size Ising model
by: Stepanyan, Varazdat, et al.
Published: (2023)
by: Stepanyan, Varazdat, et al.
Published: (2023)
Network Renormalization
by: Gabrielli, Andrea, et al.
Published: (2024)
by: Gabrielli, Andrea, et al.
Published: (2024)
Interdependent scaling exponents in the human brain
by: Castro, Daniel M., et al.
Published: (2024)
by: Castro, Daniel M., et al.
Published: (2024)
Many-body critical phase in a quasiperiodic chain and dynamical Widom lines in Fock space properties
by: Roy, Nilanjan, et al.
Published: (2025)
by: Roy, Nilanjan, et al.
Published: (2025)
Anatomy of the eigenstates distribution: a quest for a genuine multifractality
by: Kutlin, Anton, et al.
Published: (2023)
by: Kutlin, Anton, et al.
Published: (2023)
Activation Functions, Statistics and Learning of Higher-Order Interactions in Restricted Boltzmann Machines
by: di Sarra, Giovanni, et al.
Published: (2026)
by: di Sarra, Giovanni, et al.
Published: (2026)
Phase Transitions between Accuracy Regimes in L2 regularized Deep Neural Networks
by: Ersoy, Ibrahim Talha, et al.
Published: (2025)
by: Ersoy, Ibrahim Talha, et al.
Published: (2025)
Large Deviation Properties of Minimum Spanning Trees for Random Graphs
by: Sarikhani, Mahdi, et al.
Published: (2025)
by: Sarikhani, Mahdi, et al.
Published: (2025)
q-Gaussian Crossover in Overlap Spectra towards 3D Edwards-Anderson Criticality
by: Onder, Yaprak, et al.
Published: (2026)
by: Onder, Yaprak, et al.
Published: (2026)
Extreme-Value Criticality and Gain Decomposition at the Integer Quantum Hall Transition
by: Li, Wei-Han, et al.
Published: (2026)
by: Li, Wei-Han, et al.
Published: (2026)
Small-Coupling Dynamic Cavity: a Bayesian mean-field framework for epidemic inference
by: Braunstein, Alfredo, et al.
Published: (2023)
by: Braunstein, Alfredo, et al.
Published: (2023)
Random Matrix Spectra from Boltzmann-Weighted Lattice Ensembles
by: Önder, Yaprak, et al.
Published: (2026)
by: Önder, Yaprak, et al.
Published: (2026)
Distinguishing thermal versus quantum annealing using probability-flux signatures across interaction networks
by: Horiike, Yoshiaki, et al.
Published: (2025)
by: Horiike, Yoshiaki, et al.
Published: (2025)
On the growing length scale in a replica-coupled glassforming liquid
by: Küchler, Niklas, et al.
Published: (2024)
by: Küchler, Niklas, et al.
Published: (2024)
Optimality and annealing path planning of dynamical analog solvers
by: Zhou, Shu, et al.
Published: (2026)
by: Zhou, Shu, et al.
Published: (2026)
Single-particle excitations across the localization and many-body localization transition in quasi-periodic systems
by: Prasad, Yogeshwar, et al.
Published: (2023)
by: Prasad, Yogeshwar, et al.
Published: (2023)
Information Bounds on phase transitions in disordered systems
by: Feldman, Noa, et al.
Published: (2023)
by: Feldman, Noa, et al.
Published: (2023)
False signatures of non-ergodic behavior in disordered quantum many-body systems
by: Aramthottil, Adith Sai, et al.
Published: (2025)
by: Aramthottil, Adith Sai, et al.
Published: (2025)
Universal properties of single particle excitations across the many-body localization transition
by: Jana, Atanu, et al.
Published: (2022)
by: Jana, Atanu, et al.
Published: (2022)
Competing nonlinearities, criticality, and order-to-chaos transition in deep networks
by: Lesser, Omri, et al.
Published: (2026)
by: Lesser, Omri, et al.
Published: (2026)
Machine learning stochastic differential equations for the evolution of order parameters of classical many-body systems in and out of equilibrium
by: Carnazza, Francesco, et al.
Published: (2024)
by: Carnazza, Francesco, et al.
Published: (2024)
Proposal for many-body quantum chaos detection with single-site measurements
by: Vallejo-Fabila, Isaías, et al.
Published: (2025)
by: Vallejo-Fabila, Isaías, et al.
Published: (2025)
Correlation thresholds in the steady states of particle systems and spin glasses
by: Calvert, Jacob, et al.
Published: (2025)
by: Calvert, Jacob, et al.
Published: (2025)
Entanglement dynamics and eigenstate correlations in strongly disordered quantum many-body systems
by: Pain, Bikram, et al.
Published: (2024)
by: Pain, Bikram, et al.
Published: (2024)
Distinct weak asymmetric interactions shape human brain functions as probability fluxes
by: Horiike, Yoshiaki, et al.
Published: (2025)
by: Horiike, Yoshiaki, et al.
Published: (2025)
Phase analysis of Ising machines and their implications on optimization
by: Zhou, Shu, et al.
Published: (2025)
by: Zhou, Shu, et al.
Published: (2025)
Network science Ising states of matter
by: Sun, Hanlin, et al.
Published: (2023)
by: Sun, Hanlin, et al.
Published: (2023)
Quantum jumps in driven-dissipative disordered many-body systems
by: Gupta, Sparsh, et al.
Published: (2023)
by: Gupta, Sparsh, et al.
Published: (2023)
Evolutionary chemical learning in dimerization networks
by: Tkachenko, Alexei V., et al.
Published: (2025)
by: Tkachenko, Alexei V., et al.
Published: (2025)
Measurement-induced phase transitions in disordered fermions
by: Liao, Yunxiang, et al.
Published: (2026)
by: Liao, Yunxiang, et al.
Published: (2026)
Power-law banded random matrix ensemble as a model for quantum many-body Hamiltonians
by: Buijsman, Wouter, et al.
Published: (2025)
by: Buijsman, Wouter, et al.
Published: (2025)
Similar Items
-
Principal component analysis of absorbing state phase transitions
by: Muzzi, Cristiano, et al.
Published: (2024) -
Non-parametric learning critical behavior in Ising partition functions: PCA entropy and intrinsic dimension
by: Panda, Rajat K., et al.
Published: (2023) -
Bayesian phase transition for the critical Ising model: Enlarged replica symmetry in the epsilon expansion and in 2D
by: Wiese, Kay Joerg, et al.
Published: (2026) -
The phenomenological renormalization group in neuronal models near criticality
by: Nascimento, Kaio F. R., et al.
Published: (2025) -
Inhomogeneous random graphs with infinite-mean fitness variables
by: Avena, Luca, et al.
Published: (2022)