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Disordered Systems and Neural Networks

Authors and titles for recent submissions

[ total of 25 entries: 1-25 ]
[ showing 25 entries per page: fewer | more ]

Thu, 2 May 2024

[1]  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)
[2]  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)
[3]  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

[4]  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)
[5]  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)
[6]  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)
[7]  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)

Tue, 30 Apr 2024

[8]  arXiv:2404.18600 [pdf, ps, other]
Title: Network-theory based modeling of avalanche dynamics in percolative tunnelling networks
Authors: Vivek Dey, Steffen Kampman, Rafael Gutierrez, Gianaurelio Cuniberti, Pavan Nukala
Comments: 16 pages, 6 figures
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)
[9]  arXiv:2404.18491 [pdf, other]
Title: Emergent Non-Abelian Thouless Pumping Induced by the Quasiperiodic Disorder
Authors: Sen Huang, Yan-Qing Zhu, Zhi Li
Comments: 9 pages,5 figures
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)
[10]  arXiv:2404.17948 [pdf, ps, other]
Title: Fast relaxation in metallic glasses studied by measurements of the internal friction at high frequencies
Authors: G.V. Afonin, J.C. Qiao, A.S. Makarov, N.P. Kobelev, V.A. Khonik
Comments: 15 pages, 4 figures
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)
[11]  arXiv:2404.18902 (cross-list from math.PR) [pdf, other]
Title: Capacity threshold for the Ising perceptron
Authors: Brice Huang
Comments: 76 pages, 2 figures
Subjects: Probability (math.PR); Disordered Systems and Neural Networks (cond-mat.dis-nn); Mathematical Physics (math-ph)
[12]  arXiv:2404.18871 (cross-list from cond-mat.stat-mech) [pdf, other]
Title: Avalanche Dynamics and the Effect of Straining in Dislocation Systems with Quenched Disorder
Authors: Dénes Berta, Barna Mendei, Péter Dusán Ispánovity
Subjects: Statistical Mechanics (cond-mat.stat-mech); Disordered Systems and Neural Networks (cond-mat.dis-nn); Computational Physics (physics.comp-ph)
[13]  arXiv:2404.18512 (cross-list from cond-mat.mes-hall) [pdf, other]
Title: Floquet Amorphous Topological Orders in a Rydberg Glass
Authors: Peng He, Jing-Xin Liu, Hong Wu, Z. D. Wang
Comments: 7 pages, 4 figures
Subjects: Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Disordered Systems and Neural Networks (cond-mat.dis-nn); Quantum Gases (cond-mat.quant-gas)
[14]  arXiv:2404.18393 (cross-list from physics.comp-ph) [pdf, other]
Title: Machine Learning Interatomic Potentials with Keras API
Authors: James Paolo Rili
Subjects: Computational Physics (physics.comp-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn)
[15]  arXiv:2404.17829 (cross-list from cond-mat.stat-mech) [pdf, other]
Title: Thermodynamic & algorithmic efficiency in heterogeneous networks
Authors: Davide Cipollini, Lambert Schomaker
Subjects: Statistical Mechanics (cond-mat.stat-mech); Disordered Systems and Neural Networks (cond-mat.dis-nn)

Mon, 29 Apr 2024

[16]  arXiv:2404.17578 [pdf, other]
Title: A tale of two localizations: coexistence of flat bands and Anderson localization in a photonics-inspired amorphous system
Authors: Elizabeth J. Dresselhaus, Alexander Avdoshkin, Zhetao Jia, Matteo Secli, Boubacar Kante, Joel E. Moore
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)
[17]  arXiv:2404.16996 [pdf, other]
Title: Experimental evidence for the $ω^4$ tail of the nonphononic spectra of glasses
Authors: Avraham Moriel, Edan Lerner, Eran Bouchbinder
Comments: 5 pages, 3 figures + Supplemental materials + Bibliographical list; see related work at: this https URL
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Materials Science (cond-mat.mtrl-sci); Soft Condensed Matter (cond-mat.soft)
[18]  arXiv:2404.17563 (cross-list from cs.LG) [pdf, other]
Title: An exactly solvable model for emergence and scaling laws
Authors: Yoonsoo Nam, Nayara Fonseca, Seok Hyeong Lee, Ard Louis
Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (stat.ML)
[19]  arXiv:2404.17558 (cross-list from cond-mat.quant-gas) [pdf, other]
Title: Dynamics of spin helices in the diluted one-dimensional $XX$ model
Authors: Darren Pereira, Erich J. Mueller
Comments: 9 pages, 8 figures
Subjects: Quantum Gases (cond-mat.quant-gas); Disordered Systems and Neural Networks (cond-mat.dis-nn); Strongly Correlated Electrons (cond-mat.str-el); Quantum Physics (quant-ph)
[20]  arXiv:2404.16867 (cross-list from cond-mat.mes-hall) [pdf, other]
Title: Time-domain interferometry of electron weak localization through terahertz nonlinear response
Authors: Zi-Long Li, Xiao-Hui Li, Yuan Wan
Comments: 14 pages, 6 figures
Subjects: Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Disordered Systems and Neural Networks (cond-mat.dis-nn)

Fri, 26 Apr 2024

[21]  arXiv:2404.16704 [pdf, other]
Title: Fidelity and criticality in the nonreciprocal Aubry-Andr{é}-Harper model
Authors: Chen-Chang Zeng, Zhen Cai, Guang-Heng Wang, Gaoyong Sun
Comments: 7 pages, 4 figures
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn)
[22]  arXiv:2404.16237 [pdf, other]
Title: K-core attack, equilibrium K-core, and kinetically constrained spin system
Authors: Hai-Jun Zhou
Comments: 14 pages, manuscript under review
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Soft Condensed Matter (cond-mat.soft); Statistical Mechanics (cond-mat.stat-mech)
[23]  arXiv:2404.16119 [pdf, other]
Title: Boomerang effect in classical stochastic models
Authors: Santiago Zamora, Lisan M. M. Durão, Flavio Noronha, Tommaso Macrì
Comments: 6 figures
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech)
[24]  arXiv:2404.16095 (cross-list from quant-ph) [pdf, other]
Title: Long-range multipartite entanglement near measurement-induced transitions
Authors: Sebastien J Avakian, T. Pereg-Barnea, William Witczak-Krempa
Comments: 5+2 pages, 4+2 figures
Subjects: Quantum Physics (quant-ph); 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 - Theory (hep-th)
[25]  arXiv:2404.16087 (cross-list from quant-ph) [pdf, other]
Title: Statistical Mechanics of Stochastic Quantum Control: $d$-adic Rényi Circuits
Authors: Andrew A. Allocca, Conner LeMaire, Thomas Iadecola, Justin H. Wilson
Comments: 14+3 pages, 13+1 figures, 3+4 tables
Subjects: Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Chaotic Dynamics (nlin.CD)
[ total of 25 entries: 1-25 ]
[ showing 25 entries per page: fewer | more ]

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