Disordered Systems and Neural Networks

Authors and titles for cond-mat.dis-nn in Mar 2021, skipping first 75

[76]  arXiv:2103.02604 (cross-list from physics.bio-ph) [pdf, other]

Title: Do photosynthetic complexes use quantum coherence to increase their efficiency? Probably not

Authors: Elinor Zerah-Harush, Yonatan Dubi

Comments: Science Advances 17 Feb 2021. this https URL

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

[77]  arXiv:2103.03292 (cross-list from q-bio.BM) [pdf, other]

Title: Efficient generative modeling of protein sequences using simple autoregressive models

Authors: Jeanne Trinquier, Guido Uguzzoni, Andrea Pagnani, Francesco Zamponi, Martin Weigt

Comments: 12 pages, 4 Figures + Supplementary Material

Journal-ref: Nature Communications 12, 5800 (2021)

Subjects: Biomolecules (q-bio.BM); Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Quantitative Methods (q-bio.QM)

[78]  arXiv:2103.05239 (cross-list from quant-ph) [pdf, other]

Title: Transfer matrix study of the Anderson transition in non-Hermitian systems

Authors: Xunlong Luo, Tomi Ohtsuki, Ryuichi Shindou

Comments: 18+2 pages

Journal-ref: Phys. Rev. B 104, 104203 (2021)

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

[79]  arXiv:2103.05524 (cross-list from cs.LG) [pdf, other]

Title: On the interplay between data structure and loss function in classification problems

Authors: Stéphane d'Ascoli, Marylou Gabrié, Levent Sagun, Giulio Biroli

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

[80]  arXiv:2103.05607 (cross-list from hep-lat) [pdf, other]

Title: Unusual Features of QCD Low-Energy Modes in IR Phase

Authors: Andrei Alexandru, Ivan Horváth

Comments: 5 pages, 5 figures; v2: minor changes, published version

Journal-ref: Phys. Rev. Lett. 127, 052303 (2021)

Subjects: High Energy Physics - Lattice (hep-lat); Disordered Systems and Neural Networks (cond-mat.dis-nn); High Energy Physics - Theory (hep-th); Nuclear Theory (nucl-th)

[81]  arXiv:2103.06356 (cross-list from quant-ph) [pdf, other]

Title: Spacetime duality between localization transitions and measurement-induced transitions

Authors: Tsung-Cheng Lu, Tarun Grover

Comments: 9 pages, 7 figures; updated to the published version

Journal-ref: PRX Quantum 2, 040319 (2021)

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)

[82]  arXiv:2103.06507 (cross-list from quant-ph) [pdf, other]

Title: Non-unitary Entanglement Dynamics in Continuous Variable Systems

Authors: Tianci Zhou, Xiao Chen

Comments: 5 pages, 4 figures

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

[83]  arXiv:2103.06873 (cross-list from quant-ph) [pdf, other]

Title: Fractal, logarithmic and volume-law entangled non-thermal steady states via spacetime duality

Authors: Matteo Ippoliti, Tibor Rakovszky, Vedika Khemani

Comments: v2: updated interpretation of volume-law phase, added discussion on breaking unitarity. v3: published version

Journal-ref: Phys. Rev. X 12, 011045 (2022)

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)

[84]  arXiv:2103.07134 (cross-list from cs.SI) [pdf, other]

Title: Minimum Long-Loop Feedback Vertex Set and Network Dismantling

Authors: Tianyi Li, Pan Zhang, Hai-Jun Zhou

Journal-ref: Phys. Rev. E 103, 061302 (2021)

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

[85]  arXiv:2103.07778 (cross-list from physics.optics) [pdf, other]

Title: Hyperuniformity and wave localization in pinwheel scattering arrays

Authors: F. Sgrignuoli, L. Dal Negro

Journal-ref: Phys. Rev. B 103, 224202 (2021)

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

[86]  arXiv:2103.07990 (cross-list from physics.atom-ph) [pdf, other]

Title: Coherently delocalized states in dipole interacting Rydberg ensembles: the role of internal degeneracies

Authors: Ghassan Abumwis, Christopher W. Wächtler, Matthew T. Eiles, Alexander Eisfeld

Journal-ref: Phys. Rev. A 104, 013311 (2021)

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

[87]  arXiv:2103.09138 (cross-list from quant-ph) [pdf, other]

Title: Measurement-Induced Entanglement Transitions in the Quantum Ising Chain: From Infinite to Zero Clicks

Authors: Xhek Turkeshi, Alberto Biella, Rosario Fazio, Marcello Dalmonte, Marco Schiro

Comments: 12 pages, 6 figures, comments are welcome

Journal-ref: Phys. Rev. B 103, 224210 (2021)

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

[88]  arXiv:2103.10952 (cross-list from nlin.AO) [pdf, other]

Title: Asymmetry underlies stability in power grids

Authors: Ferenc Molnar, Takashi Nishikawa, Adilson E. Motter

Comments: Includes Supplementary Information

Journal-ref: Nature Communications 12, 1457 (2021)

Subjects: Adaptation and Self-Organizing Systems (nlin.AO); Disordered Systems and Neural Networks (cond-mat.dis-nn); Systems and Control (eess.SY); Physics and Society (physics.soc-ph)

[89]  arXiv:2103.11965 (cross-list from hep-lat) [pdf, other]

Title: Gauge covariant neural network for 4 dimensional non-abelian gauge theory

Authors: Yuki Nagai, Akio Tomiya

Comments: 6 pages, 5 figures and supplemental materials (20 pages, 2 figures)

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

[90]  arXiv:2103.12184 (cross-list from cs.NE) [pdf, other]

Title: The dynamical regime and its importance for evolvability, task performance and generalization

Authors: Jan Prosi, Sina Khajehabdollahi, Emmanouil Giannakakis, Georg Martius, Anna Levina

Comments: 8 Pages, 7 Figures, Artificial Life Conference 2021

Subjects: Neural and Evolutionary Computing (cs.NE); Disordered Systems and Neural Networks (cond-mat.dis-nn); Multiagent Systems (cs.MA); Adaptation and Self-Organizing Systems (nlin.AO); Populations and Evolution (q-bio.PE)

[91]  arXiv:2103.12499 (cross-list from cs.LG) [pdf, other]

Title: Initializing ReLU networks in an expressive subspace of weights

Authors: Dayal Singh, G J Sreejith

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

[92]  arXiv:2103.12634 (cross-list from physics.soc-ph) [pdf, other]

Title: Epidemic Spreading and Digital Contact Tracing: Effects of Heterogeneous Mixing and Quarantine Failures

Authors: Abbas K. Rizi, Ali Faqeeh, Arash Badie-Modiri, Mikko Kivelä

Journal-ref: Phys. Rev. E 105 (2022) 044313

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

[93]  arXiv:2103.12835 (cross-list from cs.ET) [pdf, ps, other]

Title: Spoken Digit Classification by In-Materio Reservoir Computing with Neuromorphic Atomic Switch Networks

Authors: Sam Lilak, Walt Woods, Kelsey Scharnhorst, Christopher Dunham, Christof Teuscher, Adam Z. Stieg, James K. Gimzewski

Comments: 11 pages, 7 figures

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

[94]  arXiv:2103.13741 (cross-list from quant-ph) [pdf, other]

Title: Influence functional of many-body systems: temporal entanglement and matrix-product state representation

Authors: Michael Sonner, Alessio Lerose, Dmitry A. Abanin

Comments: 13 pages, 7 figures, submitted to a special issue of Annals of Physics in honour of P. W. Anderson

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

[95]  arXiv:2103.14770 (cross-list from cs.LG) [pdf, other]

Title: Categorical Representation Learning: Morphism is All You Need

Authors: Artan Sheshmani, Yizhuang You

Comments: Fixed some typos. 16 pages. Comments are welcome

Journal-ref: Machine Learning: Science and Technology, 3, 2021

Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); Artificial Intelligence (cs.AI); Category Theory (math.CT)

[96]  arXiv:2103.15917 (cross-list from stat.ML) [pdf, other]

Title: Restricted Boltzmann Machines as Models of Interacting Variables

Authors: Nicola Bulso, Yasser Roudi

Comments: Supplemental material is available as ancillary file and can be downloaded from a link on the right

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

[97]  arXiv:2103.15991 (cross-list from quant-ph) [pdf, other]

Title: Scaling overhead of embedding optimization problems in quantum annealing

Authors: Mario S. Könz, Wolfgang Lechner, Helmut G. Katzgraber, Matthias Troyer

Comments: 10 pages, 10 figures, 1 table

Journal-ref: PRX Quantum 2, 040322 (2021)

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

[98]  arXiv:2103.16224 (cross-list from hep-th) [pdf, other]

Title: Five loop renormalization of $φ^3$ theory with applications to the Lee-Yang edge singularity and percolation theory

Authors: M. Borinsky, J. A. Gracey, M. V. Kompaniets, O. Schnetz

Comments: 54 pages, 15 figures; v2: additional summary tables and references added - version to be published in PRD

Journal-ref: Phys. Rev. D 103, 116024 (2021)

Subjects: High Energy Physics - Theory (hep-th); Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); High Energy Physics - Lattice (hep-lat)

[99]  arXiv:2103.16447 (cross-list from physics.comp-ph) [pdf, other]

Title: Dynamically polarisable force-fields for surface simulations via multi-output classification Neural Networks

Authors: Nicodemo Di Pasquale, Joshua D. Elliott, Panagiotis Hadjidoukas, Paola Carbone

Comments: 6 figures

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

[100]  arXiv:2103.14108 (cross-list from stat.ML) [pdf, other]

Title: The Geometry of Over-parameterized Regression and Adversarial Perturbations

Authors: Jason W. Rocks, Pankaj Mehta

Comments: 11 pages (single column), 4 figures, 10 pages of supporting material

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