Disordered Systems and Neural Networks

Authors and titles for cond-mat.dis-nn in Nov 2022

[1]  arXiv:2211.00161 [pdf, other]

Title: Complex topological features of reservoirs shape learning performances in bio-inspired recurrent neural networks

Authors: Valeria d'Andrea (1), Michele Puppin (2), Manlio De Domenico (2) ((1) Fondazione Bruno Kessler, Via Sommarive 18, 38123 Povo (TN), Italy, (2) Dipartimento di Fisica e Astronomia "Galileo Galilei", Università di Padova, Via Marzolo 8, 35131 Padova, Italy)

Comments: 14 pages, 4 figures, 3 supplementary figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)

[2]  arXiv:2211.01137 [pdf, other]

Title: Quasi-localized vibrational modes, Boson peak and sound attenuation in model mass-spring networks

Authors: Shivam Mahajan, Massimo Pica Ciamarra

Comments: Submission to SciPost

Journal-ref: SciPost Phys. 15, 069 (2023)

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Materials Science (cond-mat.mtrl-sci); Soft Condensed Matter (cond-mat.soft); Statistical Mechanics (cond-mat.stat-mech)

[3]  arXiv:2211.01161 [pdf, ps, other]

Title: Solving classification tasks by a receptron based on nonlinear optical speckle fields

Authors: B. Paroli, G. Martini, M.A.C. Potenza, M. Siano, M. Mirigliano, P. Milani

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Optics (physics.optics)

[4]  arXiv:2211.01552 [pdf, other]

Title: Mobility edges and critical regions in periodically kicked incommensurate optical Raman lattice

Authors: Yucheng Wang

Comments: To appear in PRA

Journal-ref: Phys. Rev. A 106, 053312 (2022)

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Quantum Physics (quant-ph)

[5]  arXiv:2211.01741 [pdf, ps, other]

Title: On the relation between disorder and homogeneity in an amorphous metal

Authors: Z. Ovadyahu

Comments: 8 figures 9 pages

Journal-ref: Phys. Rev. B 106, 184205 (2022)

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)

[6]  arXiv:2211.01870 [pdf, other]

Title: Many-body quantum boomerang effect

Authors: Jakub Janarek, Jakub Zakrzewski, Dominique Delande

Comments: version close to that being published

Journal-ref: Phys. Rev. B107, 094204 (2023)

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Quantum Gases (cond-mat.quant-gas); Quantum Physics (quant-ph)

[7]  arXiv:2211.02532 [pdf, ps, other]

Title: Universal and nonuniversal statistics of transmission in thin random layered media

Authors: Jongchul Park, Matthieu Davy, Victor A. Gopar, Azriel Z. Genack

Comments: 18 pages, 10 figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)

[8]  arXiv:2211.03376 [pdf, other]

Title: Resonances in a single-lead reflection from a disordered medium: $σ$-model approach

Authors: Yan V. Fyodorov, Mikhail A. Skvortsov, Konstantin S. Tikhonov

Comments: The previous letter-style version is replaced by a full-length article

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Mathematical Physics (math-ph)

[9]  arXiv:2211.04055 [pdf, other]

Title: Transparent electrodes based on mixtures of nanowires and nanorings: A mean-field approach along with computer simulation

Authors: Yuri Yu. Tarasevich, Andrei V. Eserkepov

Comments: 9 pages, 9 figures, 3 tables, 42 references, supplement

Journal-ref: Phys. Rev. E 107, 034105 (2023)

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech)

[10]  arXiv:2211.04645 [pdf, other]

Title: Quantum-critical scaling at the Bose-glass transition of the 3d diluted Heisenberg antiferromagnet in a field

Authors: Yuchen Fan, Rong Yu, Tommaso Roscilde

Comments: 5.5+4 pages, 4+6 figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Strongly Correlated Electrons (cond-mat.str-el)

[11]  arXiv:2211.04816 [pdf, other]

Title: Imperfect Many-Body Localization in Exchange-Disordered Isotropic Spin Chains

Authors: Julian Siegl, John Schliemann

Journal-ref: 2023 New J. Phys. 25 123002

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)

[12]  arXiv:2211.05504 [pdf, other]

Title: Transformer variational wave functions for frustrated quantum spin systems

Authors: Luciano Loris Viteritti, Riccardo Rende, Federico Becca

Comments: 7 pages (including the Supplemental Material), 6 figures

Journal-ref: Phys. Rev. Lett. 130, 236401 (2023)

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Quantum Physics (quant-ph)

[13]  arXiv:2211.06350 [pdf, other]

Title: Measurements on an Anderson Chain

Authors: Paul Pöpperl, Igor V. Gornyi, Yuval Gefen

Comments: 14 pages, 10 figures. Comments welcome

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Quantum Physics (quant-ph)

[14]  arXiv:2211.07473 [pdf, other]

Title: The simulation of non-Hermitian disordered system in linear circuits

Authors: Luhong Su, Hui Jiang, Zhan Wang, Shu Chen, Dongning Zheng

Comments: 10 pages, 4 figures and 2 tables

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)

[15]  arXiv:2211.07531 [pdf, other]

Title: On the capacity of neural networks

Authors: Leonardo Cruciani

Comments: Master's thesis: 75 pages, tens of figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Computational Physics (physics.comp-ph); Quantum Physics (quant-ph)

[16]  arXiv:2211.07543 [pdf, other]

Title: Scaling of the Non-Phononic Spectrum of Two-Dimensional Glasses

Authors: Lijin Wang, Grzegorz Szamel, Elijah Flenner

Comments: Five pages, six figures. arXiv admin note: text overlap with arXiv:2208.09397

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)

[17]  arXiv:2211.07702 [pdf, ps, other]

Title: Medium-Range Atomic Correlation in Simple Liquids. III. Density Wave Theory

Authors: Takeshi Egami, Chae Woo Ryu

Comments: Continuation of C. W. Ryu and T. Egami, Phys. Rev. E 104, 064109 (2021) and T. Egami and C. W. Ryu, Phys. Rev. E 104, 064110 (2021)

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Soft Condensed Matter (cond-mat.soft)

[18]  arXiv:2211.07790 [pdf, other]

Title: Quantifying the Structure of Disordered Materials

Authors: Thomas J. Hardin, Michael Chandross, Rahul Meena, Spencer Fajardo, Dimitris Giovanis, Ioannis G. Kevrekidis, Michael Falk, Michael Shields

Comments: 18 pages, 4 figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)

[19]  arXiv:2211.09694 [pdf, other]

Title: Thermodynamics of bidirectional associative memories

Authors: Adriano Barra, Giovanni Catania, Aurélien Decelle, Beatriz Seoane

Comments: 25 pages, 11 figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[20]  arXiv:2211.09999 [pdf, other]

Title: Anisotropic Topological Anderson Transitions in Chiral Symmetry Classes

Authors: Zhenyu Xiao, Kohei Kawabata, Xunlong Luo, Tomi Ohtsuki, Ryuichi Shindou

Comments: 4.5 pages with supplemental materials

Journal-ref: Phys. Rev. Lett. 131, 056301 (2023)

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Statistical Mechanics (cond-mat.stat-mech); Superconductivity (cond-mat.supr-con)

[21]  arXiv:2211.10891 [pdf, other]

Title: Vibrational phenomena in glasses at low temperatures captured by field theory of disordered harmonic oscillators

Authors: Florian Vogel, Matthias Fuchs

Comments: final version; 6 pages, 3 figures; 8 pages of supplemental information with 1 figure

Journal-ref: Phys. Rev. Lett. 130, 236101 (2023)

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech)

[22]  arXiv:2211.11480 [pdf, other]

Title: Tracking locality in time evolution of disordered systems

Authors: Tomasz Szołdra, Piotr Sierant, Maciej Lewenstein, Jakub Zakrzewski

Comments: authors' version accepted in PRB,

Journal-ref: Phys. Rev. B107 054204 (2023)

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Quantum Gases (cond-mat.quant-gas); Quantum Physics (quant-ph)

[23]  arXiv:2211.11556 [pdf, other]

Title: The Houdayer Algorithm: Overview, Extensions, and Applications

Authors: Adrien Vandenbroucque, Ezequiel Ignacio Rodríguez Chiacchio, Ewan Munro

Comments: 24 pages, 9 figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Optimization and Control (math.OC)

[24]  arXiv:2211.12086 [src]

Title: Semi-supervised generative approach to point-defect formation in chemically disordered compounds: application to uranium-plutonium mixed oxides

Authors: Maciej J. Karcz, Luca Messina, Eiji Kawasaki, Serenah Rajaonson, Didier Bathellier, Emeric Bourasseau

Comments: The performed calculations require re-verification

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)

[25]  arXiv:2211.12258 [pdf, other]

Title: Roughness density

Authors: Nirvana Caballero, Thierry Giamarchi

Comments: Main: 5 pages, 2 figures. Supplementary Material: 2 pages, 1 figure

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech)