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Disordered Systems and Neural Networks

Authors and titles for recent submissions

[ total of 17 entries: 1-17 ]
[ showing up to 26 entries per page: fewer | more ]

Tue, 7 May 2024

[1]  arXiv:2405.03435 [pdf, other]
Title: A method for quantifying the generalization capabilities of generative models for solving Ising models
Authors: Qunlong Ma, Zhi Ma, Ming Gao
Comments: 10 pages, 7 figures
Journal-ref: Mach. Learn.: Sci. Technol. 5 (2024) 025011
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[2]  arXiv:2405.02889 [pdf, other]
Title: The Griffiths phase and beyond: A large deviations study of the magnetic susceptibility of the two-dimensional bond-diluted Ising model
Authors: Lambert Münster, Alexander K. Hartmann, Martin Weigel
Comments: 15 pages, 17 figures, RevTeX4.2
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Computational Physics (physics.comp-ph)
[3]  arXiv:2405.02704 (cross-list from cond-mat.mes-hall) [pdf, other]
Title: Higher-order topology protected by latent crystalline symmetries
Authors: L. Eek, M. Röntgen, A. Moustaj, C. Morais Smith
Comments: 20 pages, 8 figures. 17 pages main text and 3 pages appendix. Regular article to be submitted to PRB
Subjects: Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Disordered Systems and Neural Networks (cond-mat.dis-nn); Strongly Correlated Electrons (cond-mat.str-el); Quantum Physics (quant-ph)
[4]  arXiv:2405.02592 (cross-list from cond-mat.stat-mech) [pdf, other]
Title: Hierarchy of emergent cluster states by measurement from symmetry-protected-topological states with large symmetry to subsystem cat state
Authors: Yoshihito Kuno, Takahiro Orito, Ikuo Ichinose
Comments: 13 pages, 4 figures
Subjects: Statistical Mechanics (cond-mat.stat-mech); Disordered Systems and Neural Networks (cond-mat.dis-nn); Strongly Correlated Electrons (cond-mat.str-el); Quantum Physics (quant-ph)

Mon, 6 May 2024

[5]  arXiv:2405.02028 [pdf, ps, other]
Title: Many-body Localization Transition of Ising Spin-1 Chains
Authors: Taotao Hu, Yining Zhang, Hang Ren, Yiwen Gao, Xiaodan Li, Jiameng Hong, Yuting Li
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech)
[6]  arXiv:2405.01622 [pdf, other]
Title: Interacting quasiperiodic spin chains in the prethermal regime
Authors: Yi-Ting Tu, David M. Long, Sankar Das Sarma
Comments: 12 pages, 9 figures
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Quantum Physics (quant-ph)
[7]  arXiv:2405.02276 (cross-list from cond-mat.supr-con) [pdf, other]
Title: Local insulator-to-superconductor transition in amorphous InO$_x$ films modulated by e-beam irradiation
Authors: Iago F. Llovo, Julien Delahaye
Comments: 8 pages, 5 figures
Subjects: Superconductivity (cond-mat.supr-con); Disordered Systems and Neural Networks (cond-mat.dis-nn); Materials Science (cond-mat.mtrl-sci)
[8]  arXiv:2405.02003 (cross-list from cond-mat.stat-mech) [pdf, ps, other]
Title: Smoothly vanishing density in the contact process by an interplay of disorder and long-distance dispersal
Authors: R. Juhász, I. A. Kovács
Comments: 8 pages, 6 figures
Subjects: Statistical Mechanics (cond-mat.stat-mech); Disordered Systems and Neural Networks (cond-mat.dis-nn); Populations and Evolution (q-bio.PE)
[9]  arXiv:2405.01981 (cross-list from quant-ph) [pdf, other]
Title: Universal Performance Gap of Neural Quantum States Applied to the Hofstadter-Bose-Hubbard Model
Authors: Eimantas Ledinauskas, Egidijus Anisimovas
Comments: Submission to SciPost
Subjects: Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn)

Fri, 3 May 2024

[10]  arXiv:2405.01300 (cross-list from cond-mat.soft) [pdf, other]
Title: Partially bonded crystals: a pathway to porosity and polymorphism
Authors: Carina Karner, Emanuela Bianchi
Comments: 15 pages, 10 figures, Electronic Supporting Information included at the end
Subjects: Soft Condensed Matter (cond-mat.soft); Disordered Systems and Neural Networks (cond-mat.dis-nn)

Thu, 2 May 2024

[11]  arXiv:2405.00663 (cross-list from quant-ph) [pdf, other]
Title: Quantum cryptographic protocols with dual messaging system via 2D alternate quantum walks and genuine single particle entangled states
Authors: Dinesh Kumar Panda, Colin Benjamin
Comments: 11 pages (including supplementary material), 2 figures and 1 table
Subjects: Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn); Cryptography and Security (cs.CR); Quantum Algebra (math.QA); Optics (physics.optics)
[12]  arXiv:2405.00642 (cross-list from stat.ML) [pdf, other]
Title: From Empirical Observations to Universality: Dynamics of Deep Learning with Inputs Built on Gaussian mixture
Authors: Jaeyong Bae, Hawoong Jeong
Comments: 19 pages, 9 figures
Subjects: Machine Learning (stat.ML); Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Machine Learning (cs.LG)
[13]  arXiv:2405.00592 (cross-list from stat.ML) [pdf, other]
Title: Scaling and renormalization in high-dimensional regression
Authors: Alexander B. Atanasov, Jacob A. Zavatone-Veth, Cengiz Pehlevan
Comments: 64 pages, 16 figures
Subjects: Machine Learning (stat.ML); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG)

Wed, 1 May 2024

[14]  arXiv:2404.19274 [pdf, ps, other]
Title: Statistical Mechanics Calculations Using Variational Autoregressive Networks and Quantum Annealing
Authors: Yuta Tamura, Masayuki Ohzeki
Comments: 5pages
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (stat.ML)
[15]  arXiv:2404.19756 (cross-list from cs.LG) [pdf, other]
Title: KAN: Kolmogorov-Arnold Networks
Authors: Ziming Liu, Yixuan Wang, Sachin Vaidya, Fabian Ruehle, James Halverson, Marin Soljačić, Thomas Y. Hou, Max Tegmark
Comments: 48 pages, 20 figures. Codes are available at this https URL
Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[16]  arXiv:2404.19032 (cross-list from quant-ph) [pdf, other]
Title: Fermionic Machine Learning
Authors: Jérémie Gince, Jean-Michel Pagé, Marco Armenta, Ayana Sarkar, Stefanos Kourtis
Subjects: Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn)
[17]  arXiv:2404.19000 (cross-list from cond-mat.mes-hall) [pdf, other]
Title: Chirality-induced spin selectivity by variable-range hopping along DNA double helix
Authors: Ryotaro Sano, Takeo Kato
Comments: 9 pages, 2 figures, 1 table, and the Supplemental Materials
Subjects: Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Disordered Systems and Neural Networks (cond-mat.dis-nn)
[ total of 17 entries: 1-17 ]
[ showing up to 26 entries per page: fewer | more ]

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