Disordered Systems and Neural Networks

Authors and titles for cond-mat.dis-nn in Aug 2023

[1]  arXiv:2308.00421 [pdf, other]

Title: Effect of Synaptic Heterogeneity on Neuronal Coordination

Authors: Moritz Layer, Moritz Helias, David Dahmen

Journal-ref: PRX Life, 2, 013013 (2024)

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Neurons and Cognition (q-bio.NC)

[2]  arXiv:2308.00730 [pdf, other]

Title: Universality in the fracture of silica glass

Authors: Somar Shekh Alshabab, Bernd Markert, Franz Bamer

Comments: 11 Pages with 8 Figures

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

[3]  arXiv:2308.00987 [pdf, other]

Title: Percolation in higher order networks via mapping to chygraphs

Authors: Alexei Vazquez

Comments: 8 pages, 4 figures, ref to github repository

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Data Structures and Algorithms (cs.DS); Social and Information Networks (cs.SI); Physics and Society (physics.soc-ph)

[4]  arXiv:2308.01073 [pdf, other]

Title: Many-Body Mobility Edge in Quantum Sun models

Authors: Konrad Pawlik, Piotr Sierant, Lev Vidmar, Jakub Zakrzewski

Comments: 4pp+suppl, version close to accepted in PRB Lett

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

[5]  arXiv:2308.01350 [pdf, other]

Title: Ergodic inclusions in many body localized systems

Authors: Luis Colmenarez, David J. Luitz, Wojciech De Roeck

Comments: 11 pages, 9 figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Strongly Correlated Electrons (cond-mat.str-el); Quantum Physics (quant-ph)

[6]  arXiv:2308.01351 [pdf, other]

Title: Absence of Weak Localization on Negative Curvature Surfaces

Authors: Jonathan B. Curtis, Prineha Narang, Victor Galitski

Comments: 4 pages, 1 figure

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); General Relativity and Quantum Cosmology (gr-qc)

[7]  arXiv:2308.01538 [pdf, other]

Title: Non-equilibrium physics: from spin glasses to machine and neural learning

Authors: Weishun Zhong

Comments: PhD dissertation, MIT Physics (2023). This arXiv version contains a updated summary of the thesis in Chapter 1

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Artificial Intelligence (cs.AI); Quantum Physics (quant-ph); Machine Learning (stat.ML)

[8]  arXiv:2308.01660 [pdf, ps, other]

Title: Dimensionless parameter of structural ordering and excess entropy of metallic and tellurite glasses

Authors: A.S. Makarov, G.V. Afonin, R.A. Konchakov, V.A. Khonik, J.C. Qiao, A.N. Vasiliev, N.P. Kobelev

Comments: 5 pages, 5 figures

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

[9]  arXiv:2308.01806 [pdf, other]

Title: Glass-like Caging with Random Planes

Authors: Gilles Bonnet, Patrick Charbonneau, Giampaolo Folena

Comments: Minor text revisions

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

[10]  arXiv:2308.02300 [pdf, other]

Title: Quantum transport regimes in quartic dispersion materials with Anderson disorder

Authors: Mustafa Polat, Hazan Özkan, Hâldun Sevinçli

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Materials Science (cond-mat.mtrl-sci)

[11]  arXiv:2308.02779 [pdf, ps, other]

Title: Quasiparticle and Transport Properties of Disordered Bilayer Graphene

Authors: Yanru Chen, Bo Fu, Jinrong Xu, Qinwei Shi, Ping Cui, Zhenyu Zhang

Comments: 17 pages, 10 figures

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

[12]  arXiv:2308.03743 [pdf, other]

Title: The Copycat Perceptron: Smashing Barriers Through Collective Learning

Authors: Giovanni Catania, Aurélien Decelle, Beatriz Seoane

Comments: 2 figures in the main, 4 figures in the appendix

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

[13]  arXiv:2308.03754 [pdf, other]

Title: High-Dimensional Non-Convex Landscapes and Gradient Descent Dynamics

Authors: Tony Bonnaire, Davide Ghio, Kamesh Krishnamurthy, Francesca Mignacco, Atsushi Yamamura, Giulio Biroli

Comments: Lectures given by G. Biroli at the 2022 Les Houches Summer School "Statistical Physics and Machine Learning"

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

[14]  arXiv:2308.03844 [pdf, other]

Title: Measurement induced criticality in quasiperiodic modulated random hybrid circuits

Authors: Gal Shkolnik, Aidan Zabalo, Romain Vasseur, David A. Huse, J. H. Pixley, Snir Gazit

Comments: 14 pages, 13 figures

Journal-ref: Phys. Rev. B 108, 184204 (2023)

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Strongly Correlated Electrons (cond-mat.str-el); Quantum Physics (quant-ph)

[15]  arXiv:2308.04106 [pdf, other]

Title: Parallel Learning by Multitasking Neural Networks

Authors: Elena Agliari, Andrea Alessandrelli, Adriano Barra, Federico Ricci-Tersenghi

Journal-ref: J. Stat. Mech. (2023) 113401

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Biological Physics (physics.bio-ph); Machine Learning (stat.ML)

[16]  arXiv:2308.05513 [pdf, other]

Title: Measuring Renyi Entropy in Neural Network Quantum States

Authors: Han-Qing Shi, Hai-Qing Zhang

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

[17]  arXiv:2308.05682 [pdf, other]

Title: On the density of complex eigenvalues of Wigner reaction matrix in a disordered or chaotic system with absorption

Authors: Yan V. Fyodorov

Comments: 22 pages, 2 figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Mathematical Physics (math-ph); Chaotic Dynamics (nlin.CD)

[18]  arXiv:2308.05702 [pdf, other]

Title: Engineering skin effect across a junction of Hermitian and non-Hermitian lattice

Authors: Ranjan Modak

Comments: 7 pages, 8 figures

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

[19]  arXiv:2308.08743 [pdf, other]

Title: Is the glassy dynamics same in 2D as in 3D? The Adam Gibbs relation test

Authors: Santu Nath, Shiladitya Sengupta

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

[20]  arXiv:2308.12409 [pdf, other]

Title: Tower of two-dimensional scar states in a localized system

Authors: Michael Iversen, Jens H. Bardarson, Anne E. B. Nielsen

Comments: 18 pages, 11 figures, accepted version

Journal-ref: Phys. Rev. A 109, 023310 (2024)

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

[21]  arXiv:2308.13445 [pdf, other]

Title: Eigenvector Dreaming

Authors: Marco Benedetti, Louis Carillo, Enzo Marinari, Marc Mèzard

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Neural and Evolutionary Computing (cs.NE)

[22]  arXiv:2308.13604 [pdf, other]

Title: Network science Ising states of matter

Authors: Hanlin Sun, Rajat Kumar Panda, Roberto Verdel, Alex Rodriguez, Marcello Dalmonte, Ginestra Bianconi

Comments: 17 pages, 18 figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Social and Information Networks (cs.SI); Data Analysis, Statistics and Probability (physics.data-an); Physics and Society (physics.soc-ph)

[23]  arXiv:2308.13605 [pdf, other]

Title: A path integral approach to sparse non-Hermitian random matrices

Authors: Joseph W. Baron

Comments: 15 pages, 11 figures, plus supplemental material

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Populations and Evolution (q-bio.PE)

[24]  arXiv:2308.14085 [pdf, other]

Title: Sampling with flows, diffusion and autoregressive neural networks: A spin-glass perspective

Authors: Davide Ghio, Yatin Dandi, Florent Krzakala, Lenka Zdeborová

Comments: 39 pages, 12 figures

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

[25]  arXiv:2308.14229 [pdf, other]

Title: Replica Symmetry Broken States of some Glass Models

Authors: J. Yeo, M. A. Moore

Comments: Two new figures; 21 pages, 10 figures

Journal-ref: Physical Review E 108, 054134 (2023)

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