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Disordered Systems and Neural Networks

Authors and titles for recent submissions

[ total of 24 entries: 1-24 ]
[ showing up to 26 entries per page: fewer | more ]

Fri, 17 May 2024

[1]  arXiv:2405.10199 [pdf, other]
Title: Quantum criticality and Kibble-Zurek scaling in the Aubry-André-Stark model
Authors: En-Wen Liang, Ling-Zhi Tang, Dan-Wei Zhang
Comments: 10 pages, 11 figures
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Quantum Physics (quant-ph)
[2]  arXiv:2405.10062 [pdf, other]
Title: Phenomenology of many-body localization in bond-disordered spin chains
Authors: Adith Sai Aramthottil, Piotr Sierant, Maciej Lewenstein, Jakub Zakrzewski
Comments: comments most welcome!!!
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Quantum Gases (cond-mat.quant-gas); Statistical Mechanics (cond-mat.stat-mech); Quantum Physics (quant-ph)
[3]  arXiv:2405.09850 (cross-list from cond-mat.stat-mech) [pdf, other]
Title: Thermally activated particle motion in biased correlated Gaussian disorder potentials
Authors: Alexander Valov, Netanel Levi, Baruch Meerson
Comments: 9 pages, 6 figures
Subjects: Statistical Mechanics (cond-mat.stat-mech); Disordered Systems and Neural Networks (cond-mat.dis-nn)

Thu, 16 May 2024

[4]  arXiv:2405.09535 [pdf, other]
Title: Restoring balance: principled under/oversampling of data for optimal classification
Authors: Emanuele Loffredo, Mauro Pastore, Simona Cocco, Rémi Monasson
Comments: 9 pages + appendix, 3 figures
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG)
[5]  arXiv:2405.09542 (cross-list from cs.ET) [pdf, other]
Title: Hybrid Magnonic Reservoir Computing
Authors: Cliff B. Abbott, Dmytro A. Bozhko
Subjects: Emerging Technologies (cs.ET); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG); Applied Physics (physics.app-ph)
[6]  arXiv:2405.09324 (cross-list from math.NA) [pdf, other]
Title: Learning Coarse-Grained Dynamics on Graph
Authors: Yin Yu, John Harlim, Daning Huang, Yan Li
Comments: 33 pages, 12 figures
Subjects: Numerical Analysis (math.NA); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG)
[7]  arXiv:2405.09078 (cross-list from cond-mat.soft) [pdf, other]
Title: Dynamic constraints predict the relaxation of granular materials
Authors: Qinghao Mao, Yujie Wang, Walter Kob
Subjects: Soft Condensed Matter (cond-mat.soft); Disordered Systems and Neural Networks (cond-mat.dis-nn); Materials Science (cond-mat.mtrl-sci); Statistical Mechanics (cond-mat.stat-mech)
[8]  arXiv:2405.08861 (cross-list from quant-ph) [pdf, other]
Title: Measurement-induced phase transitions in systems with diffusive dynamics
Authors: Hyunsoo Ha, Akshat Pandey, Sarang Gopalakrishnan, David A. Huse
Comments: 7 pages, 4 figures + Supplementary Material (10 pages,10 figures)
Subjects: Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech)

Wed, 15 May 2024

[9]  arXiv:2405.08777 [pdf, other]
Title: Daydreaming Hopfield Networks and their surprising effectiveness on correlated data
Authors: Ludovica Serricchio, Dario Bocchi, Claudio Chilin, Raffaele Marino, Matteo Negri, Chiara Cammarota, Federico Ricci-Tersenghi
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)
[10]  arXiv:2405.08452 [pdf, other]
Title: Far-from-equilibrium complex landscapes
Authors: Laura Guislain, Eric Bertin
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech)
[11]  arXiv:2405.08421 [pdf, other]
Title: Faster algorithms for the alignment of sparse correlated Erdös-Rényi random graphs
Authors: Andrea Muratori, Guilhem Semerjian
Comments: 31 pages
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Data Structures and Algorithms (cs.DS); Probability (math.PR); Statistics Theory (math.ST)
[12]  arXiv:2405.08571 (cross-list from cond-mat.supr-con) [pdf, other]
Title: Mean-field theory of first-order quantum superconductor-insulator transition
Authors: Igor Poboiko, Mikhail Feigel'man
Comments: 12 + 10 pages, 5 figures
Subjects: Superconductivity (cond-mat.supr-con); Disordered Systems and Neural Networks (cond-mat.dis-nn)
[13]  arXiv:2405.08243 (cross-list from cond-mat.soft) [pdf, other]
Title: Structural fluctuations in active glasses
Authors: Masaki Yoshida, Hideyuki Mizuno, Atsushi Ikeda
Comments: 14 pages, 6 figures
Subjects: Soft Condensed Matter (cond-mat.soft); Disordered Systems and Neural Networks (cond-mat.dis-nn)
[14]  arXiv:2405.08106 (cross-list from cond-mat.stat-mech) [pdf, other]
Title: Tensor networks for $p$-spin models
Authors: Benjamin Lanthier, Jeremy Côté, Stefanos Kourtis
Comments: 10 pages, 11 figures
Subjects: Statistical Mechanics (cond-mat.stat-mech); Disordered Systems and Neural Networks (cond-mat.dis-nn)

Tue, 14 May 2024

[15]  arXiv:2405.07298 [pdf, other]
Title: Crystal-like thermal transport in amorphous carbon
Authors: Jaeyun Moon, Zhiting Tian
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Materials Science (cond-mat.mtrl-sci)
[16]  arXiv:2405.07878 (cross-list from physics.optics) [pdf, other]
Title: Effective medium properties of stealthy hyperuniform photonic structures using multiscale physics-informed neural networks
Authors: Roberto Riganti, Yilin Zhu, Wei Cai, Salvatore Torquato, Luca Dal Negro
Subjects: Optics (physics.optics); Disordered Systems and Neural Networks (cond-mat.dis-nn); Applied Physics (physics.app-ph)
[17]  arXiv:2405.07837 (cross-list from q-bio.NC) [pdf, ps, other]
Title: Why Decussate? Topological Constraints on 3D Wiring
Authors: Troy Shinbrot, Wise Young
Comments: 15 pages, 8 figures
Journal-ref: The Anatomical Record 291.10 (2008) 1278-1292
Subjects: Neurons and Cognition (q-bio.NC); Disordered Systems and Neural Networks (cond-mat.dis-nn); Geometric Topology (math.GT)
[18]  arXiv:2405.07416 (cross-list from cond-mat.soft) [pdf, other]
Title: A replica theory for the dynamic glass transition of hardspheres with continuous polydispersity
Authors: Hyonggi Kim, Atsushi Ikeda
Comments: 12 pages, 6 figures
Subjects: Soft Condensed Matter (cond-mat.soft); Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech)
[19]  arXiv:2405.07198 (cross-list from quant-ph) [pdf, other]
Title: Dephasing-induced mobility edges in quasicrystals
Authors: Stefano Longhi
Comments: 17 pages, 9 figures (main text + supplementary material), accepted for publication in the Physical Review Letters
Subjects: Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn); Optics (physics.optics)
[20]  arXiv:2405.06851 (cross-list from q-bio.NC) [pdf, other]
Title: Nonlinear classification of neural manifolds with contextual information
Authors: Francesca Mignacco, Chi-Ning Chou, SueYeon Chung
Comments: 5 pages, 5 figures
Subjects: Neurons and Cognition (q-bio.NC); Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)
[21]  arXiv:2405.06791 (cross-list from cond-mat.mes-hall) [pdf, ps, other]
Title: Tunable Spike-Timing-Dependent Plasticity in Magnetic Skyrmion Manipulation Chambers
Authors: Zulfidin Khodzhaev, Jean Anne C. Incorvia
Subjects: Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Disordered Systems and Neural Networks (cond-mat.dis-nn)

Mon, 13 May 2024

[22]  arXiv:2405.06384 [pdf, other]
Title: Statistical physics of complex systems: glasses, spin glasses, continuous constraint satisfaction problems, high-dimensional inference and neural networks
Authors: Pierfrancesco Urbani
Comments: HDR manuscript
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)
[23]  arXiv:2405.06494 (cross-list from cond-mat.soft) [pdf, other]
Title: Experimental identification of topological defects in 2D colloidal glass
Authors: Vinay Vaibhav, Arabinda Bera, Amelia C. Y. Liu, Matteo Baggioli, Peter Keim, Alessio Zaccone
Subjects: Soft Condensed Matter (cond-mat.soft); Disordered Systems and Neural Networks (cond-mat.dis-nn); Materials Science (cond-mat.mtrl-sci); Other Condensed Matter (cond-mat.other); Statistical Mechanics (cond-mat.stat-mech)
[24]  arXiv:2405.06008 (cross-list from cs.LG) [pdf, other]
Title: Wilsonian Renormalization of Neural Network Gaussian Processes
Authors: Jessica N. Howard, Ro Jefferson, Anindita Maiti, Zohar Ringel
Comments: 24 pages, 1 figure
Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); High Energy Physics - Theory (hep-th); Machine Learning (stat.ML)
[ total of 24 entries: 1-24 ]
[ showing up to 26 entries per page: fewer | more ]

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