Disordered Systems and Neural Networks

Authors and titles for cond-mat.dis-nn in Mar 2021

[1]  arXiv:2103.00057 [pdf, other]

Title: Engineering insulator-metal transition in a class of decorated aperiodic lattices: a quantum dynamical study

Authors: Arkajyoti Maity, Arunava Chakrabarti

Comments: 9 pages,8 figures

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

[2]  arXiv:2103.01187 [pdf, ps, other]

Title: Fragment Percolating and Many Body Localization Transition

Authors: Xiaolong Deng

Comments: 5 pages, 6 figures

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

[3]  arXiv:2103.01462 [pdf, other]

Title: Neural evolution structure generation: High Entropy Alloys

Authors: Conrard Giresse Tetsassi Feugmo, Kevin Ryczko, Abu Anand, Chandra Veer Singh, Isaac Tamblyn

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

[4]  arXiv:2103.01922 [pdf, other]

Title: Statistical properties of mutualistic-competitive random networks

Authors: C. T. Martínez-Martínez, J. A. Méndez-Bermúdez, Thomas Peron, Yamir Moreno

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

[5]  arXiv:2103.02973 [pdf, other]

Title: The droplet-scaling versus replica symmetry breaking debate in spin glasses revisited

Authors: M. A. Moore

Comments: 8 pages, 1 figure. Final version. Extra references added, plus a discussion of equilibration and the de Almeida-Thouless line

Journal-ref: Phys. Rev. E 103, 062111 (2021)

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

[6]  arXiv:2103.03068 [pdf, other]

Title: Symmetry Violation of Quantum Multifractality: Gaussian fluctuations versus Algebraic Localization

Authors: A. M. Bilen, B. Georgeot, O. Giraud, G. Lemarié, I. García-Mata

Comments: Closest to published version

Journal-ref: Phys. Rev. Research 3, 022023 (2021)

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

[7]  arXiv:2103.03895 [pdf, other]

Title: Hidden dualities in 1D quasiperiodic lattice models

Authors: Miguel Gonçalves, Bruno Amorim, Eduardo V. Castro, Pedro Ribeiro

Journal-ref: SciPost Phys. 13, 046 (2022)

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

[8]  arXiv:2103.04107 [pdf, ps, other]

Title: Anderson localization and topological phase transitions in non-Hermitian Aubry-André-Harper models with p-wave pairing

Authors: Xiaoming Cai

Comments: 10 pages, 6 figures

Journal-ref: Phys. Rev. B 103, 214202 (2021)

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

[9]  arXiv:2103.04213 [pdf, ps, other]

Title: Autonomous detection of molecular configurations in microscopic images based on deep convolutional neural network

Authors: Ze-Bin Wu

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Data Analysis, Statistics and Probability (physics.data-an)

[10]  arXiv:2103.04802 [pdf, other]

Title: On the Almeida-Thouless transition line in the Sherrington-Kirkpatrick model with centered Gaussian external field

Authors: Wei-Kuo Chen

Comments: 11 pages. Section 2 and Figures 1, 2 are added

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Mathematical Physics (math-ph); Probability (math.PR)

[11]  arXiv:2103.04902 [pdf, other]

Title: Stochasticity helps to navigate rough landscapes: comparing gradient-descent-based algorithms in the phase retrieval problem

Authors: Francesca Mignacco, Pierfrancesco Urbani, Lenka Zdeborová

Comments: 28 pages, 11 figures

Journal-ref: Mach. Learn.: Sci. Technol. 2 035029 (2021)

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)

[12]  arXiv:2103.05459 [pdf, ps, other]

Title: Extreme statistics of the excitations in the random transverse Ising chain

Authors: István A. Kovács, Tamás Pető, Ferenc Iglói

Comments: 10 pages, 4 figures

Journal-ref: Phys. Rev. Research 3, 033140 (2021)

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

[13]  arXiv:2103.05771 [pdf, other]

Title: Amorphous solids as fuzzy crystals: A Debye-like theory of low-temperature specific heat

Authors: T. Cardoso e Bufalo, R. Bufalo, A. Tureanu

Comments: 20 pages; clarifications of the motivation and model, additions to the outlook; additions to the list of references. arXiv admin note: substantial text overlap with arXiv:1806.03858

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Mesoscale and Nanoscale Physics (cond-mat.mes-hall); High Energy Physics - Theory (hep-th)

[14]  arXiv:2103.05945 [pdf, other]

Title: Mean-field methods and algorithmic perspectives for high-dimensional machine learning

Authors: Benjamin Aubin

Comments: Ph.D manuscript

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

[15]  arXiv:2103.05967 [pdf, other]

Title: Eigenmodes of a disordered FeCo magnonic crystal at finite temperatures

Authors: Sebastian Paischer, Pawel Buczek, Nadine Buczek, David Eilmsteiner, Arthur Ernst

Comments: accepted by JoP

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

[16]  arXiv:2103.06001 [pdf, other]

Title: Tail states and unusual localization transition in low-dimensional Anderson model with power-law hopping

Authors: Konstantin S. Tikhonov, Alexey S. Ioselevich, Mikhail V. Feigel'man

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

[17]  arXiv:2103.06744 [pdf, ps, other]

Title: Quantum boomerang effect: beyond the standard Anderson model

Authors: L. Tessieri, Z. Akdeniz, N. Cherroret, D. Delande, P. Vignolo

Comments: 12 pages, 8 figures

Journal-ref: Phys. Rev. A 103, 063316 (2021)

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

[18]  arXiv:2103.06806 [pdf, other]

Title: Fluctuation driven transitions in localized insulators: Intermittent metallicity and path chaos precede delocalization

Authors: Valentina Ros, Markus Müller

Comments: v2 with revised introduction and extended discussion, phase diagram as a function of temperature added

Journal-ref: Phys. Rev. B 104, 094205 (2021)

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

[19]  arXiv:2103.06977 [pdf, other]

Title: Acoustic properties of metallic glasses at low temperatures -- tunneling systems and their dephasing

Authors: Arnold Meißner, Tim Voigtländer, Saskia M. Meißner, Uta Kühn, Susanne Schneider, Alexander Shnirman, Georg Weiss

Journal-ref: Phys. Rev. B 103, 224209 (2021)

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

[20]  arXiv:2103.07419 [pdf, ps, other]

Title: Non-universal power-law dynamics of SIR models on hierarchical modular networks

Authors: Géza Ódor

Comments: 9 pages, 13 figures, slightly updated, accepted version to appear in PRE

Journal-ref: Phys. Rev. E 103, 062112 (2021)

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

[21]  arXiv:2103.08373 [pdf, other]

Title: Assessment of image generation by quantum annealer

Authors: Takehito Sato, Masayuki Ohzeki, Kazuyuki Tanaka

Comments: 10 pages, 8 figures

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

[22]  arXiv:2103.08678 [pdf, other]

Title: Strictly localized states in the octagonal Ammann-Beenker quasicrystal

Authors: M. Ö. Oktel

Journal-ref: Phys. Rev. B 104, 014204 (2021)

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

[23]  arXiv:2103.09482 [pdf, ps, other]

Title: Developing a Maximum-Entropy Restricted Boltzmann Machine with a Quantum Thermodynamics Formalism

Authors: Roshawn Terrell, Eleanor Watson, Timofey Golubev

Comments: 13 pages, 3 figures

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

[24]  arXiv:2103.10755 [pdf, other]

Title: Exact training of Restricted Boltzmann machines on intrinsically low dimensional data

Authors: Aurélien Decelle, Cyril Furtlehner

Comments: 13 pages, 6 Figures

Journal-ref: Phys. Rev. Lett. 127, 158303 (2021)

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

[25]  arXiv:2103.10846 [pdf, other]

Title: A universal neural network for learning phases and criticalities

Authors: D.-R. Tan, J.-H. Peng, Y.-H. Tseng, F.-J. Jiang

Comments: 11 pages, 18 figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Strongly Correlated Electrons (cond-mat.str-el); High Energy Physics - Lattice (hep-lat)