Datasets:

ServiceNow

/

arxiv_test_1

like 0

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"2018.", "Exploring", "blockchain", "technology", "and", "its", "potential", "applications", "for", "education.", "Smart", "Learning", "Environments", "5,", "1", "(2018),", "1–10.", "[6]", "Luisanna", "Cocco,", "Andrea", "Pinna,", "and", "Michele", "Marchesi.", "2017.", "Banking", "on", "blockchain:", "Costs", "savings", "thanks", "to", "the", "blockchain", "technology.", "Future", "internet", "9,", "3", "(2017),", "25.", "[7]", "Marco", "Conoscenti,", "Antonio", "Vetro,", "and", "Juan", "Carlos", "De", "Martin.", "2016.", "Blockchain", "for", "the", "Internet", "of", "Things:", "A", "systematic", "literature", "review.", "In", "2016", "IEEE/ACS", "13th", "International", "Conference", "of", "Computer", "Systems", "and", "Applications", "(AICCSA).", "IEEE,", "1–6.", "[8]", "Oscar", "Delgado-Mohatar,", "Ruben", "Tolosana,", "Julian", "Fierrez,", "and", "Aythami", "Morales.", "2020.", "Blockchain", "in", "the", "Internet", "of", "Things:", "Architectures", "and", "Implementation.", "In", 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"Serra", "36th", "Conference", "on", "Neural", "Information", "Processing", "Systems", "(NeurIPS", "2022)." ] }

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{ "word": [ "2015,", "Schmidt-Hieber,", "2019].", "We", "incorporate", "the", "idea", "of", "data", "geometry", "into", "measuring", "the", "effective", "approximation", "capacity", "of", "DNNs,", "deriving", "average", "bounds", "on", "the", "density", "of", "boundary", "regions", "and", "distance", "from", "the", "boundary", "when", "the", "data", "is", "sampled", "from", "a", "low", "dimensional", "manifold.", "Our", "experimental", "results", "corroborate", "our", "theoretical", "results.", "We", "also", "present", "insights", "into", "expressivity", "of", "DNNs", "on", "low", "dimensional", "manfiolds", "for", "the", "case", "of", "high", "dimensional", "datasets.", "Estimating", "the", "geometry,", "dimensionality", "and", "curvature,", "of", "these", "image", "manifolds", "accurately", "is", "a", "problem", "that", "remains", "largely", "unsolved", "[Brehmer", "and", "Cranmer,", "2020,", "Perraul-Joncas", "and", "Meila,", "2013],", "which", "limits", "our", "inferences", "on", "high", "dimensional", "dataset", "to", "observations", "that", "guide", "future", "research.", "We", "note", "that", "proving", "a", "lower", "bound", "on", "the", "number", "of", "linear", "regions,", "as", "done", "by", "Hanin", "and", "Rolnick", "[2019a],", "for", "the", "manifold", "setting", "remains", "open.", "Our", "work", "opens", "up", "avenues", "for", "further", "research", "that", "combines", "model", "geometry", "and", "data", "geometry", "and", "can", "lead", "to", "empirical", "research", "geared", "towards", "developing", "DNN", "architectures", "for", "high", "dimensional", "datasets", "that", "lie", "on", "low", "dimensional", "manifold.", "6", "Acknowledgements", "This", "work", "was", "funded", "by", "L2M", "(DARPA", "Lifelong", "Learning", "Machines", "program", "under", "grant", "number", "FA8750-18-2-0117),", "the", "Penn", "MURI", "(ONR", "under", "the", "PERISCOPE", "MURI", "Contract", "N00014-", "17-", "1-2699),", "and", "the", "ONR", "Swarm", "(the", "ONR", "under", "grant", "number", "N00014-21-1-2200).", "This", "research", "was", "conducted", "using", "computational", "resources", "and", "services", "at", "the", "Center", "for", "Computation", "and", "Visualization,", "Brown", "University.", "We", "would", "like", "to", "thank", "Sam", "Lobel,", "Rafael", "Rodriguez", "Sanchez,", "and", "Akhil", "Bagaria", "for", "refining", "our", "work,", "multiple", "technical", "discussions,", "and", "their", "helpful", "feedback", "on", "the", "implementation", "details.", "We", "also", "thank", "Tejas", "Kotwal", "for", "assistance", "on", "deriving", "the", "mathematical", "details", "related", "to", "the", "1D", "Tractrix", "and", "sources", "for", "various", "citations.", "We", "thank", "Professor", "Pedro", "Lopes", "de", "Almeida,", "Nihal", "Nayak,", "Cameron", "Allen", "and", "Aarushi", "Kalra", "for", "their", "valuable", "comments", "on", "writing", "and", "presentation", "of", "our", "work.", "We", "thank", "all", "the", "members", "of", "the", "Brown", "robotics", "lab", "for", "their", "guidance", "and", "support", "at", "various", "stages", "of", "our", "work.", "Finally,", "we", "are", "indebted", "to,", "and", "graciously", "thank,", "the", "numerous", "anonymous", "reviewers", "for", "their", "time", "and", "labor", "as", "their", "valuable", "feedback", "and", "thoughtful", "engagement", "have", "shaped", "and", "vastly", "refine", "our", "work.", "References", "Zeyuan", "Allen-Zhu,", "Y.", "Li,", "and", "Zhao", "Song.", "A", "convergence", "theory", "for", "deep", "learning", "via", "over-", "parameterization.", "ArXiv,", "abs/1811.03962,", "2019.", "M.", "Anthony", "and", "P.", "Bartlett.", "Neural", "network", "learning", "theoretical", "foundations.", "In", "Neural", "Network", "Learning", "-", "Theoretical", "Foundations,", "1999.", "Sanjeev", "Arora,", "Rong", "Ge,", "Behnam", "Neyshabur,", "and", "Yi", "Zhang.", "Stronger", "generalization", "bounds", "for", "deep", "nets", "via", "a", "compression", "approach.", "ArXiv,", "abs/1802.05296,", "2018.", "Sanjeev", "Arora,", "Nadav", "Cohen,", "Noah", "Golowich,", "and", "Wei", "Hu.", "A", "convergence", "analysis", "of", "gradient", "descent", "for", "deep", "linear", "neural", "networks.", "ArXiv,", "abs/1810.02281,", "2019a.", "Sanjeev", "Arora,", "Nadav", "Cohen,", "Wei", "Hu,", "and", "Yuping", "Luo.", "Implicit", "regularization", "in", "deep", "matrix", "factorization.", "In", "NeurIPS,", "2019b.", "D.", "Arpit,", "Stanislaw", "Jastrzebski,", "Nicolas", "Ballas,", "David", "Krueger,", "Emmanuel", "Bengio,", "Maxinder", "s.", "Kanwal,", "Tegan", "Maharaj,", "Asja", "Fischer,", "Aaron", "C.", "Courville,", "Yoshua", "Bengio,", "and", "S.", "Lacoste-Julien.", "A", "closer", "look", "at", "memorization", "in", "deep", "networks.", "ArXiv,", "abs/1706.05394,", "2017.", "Peter", "L.", "Bartlett,", "Vitaly", "Maiorov,", "and", "Ron", "Meir.", "Almost", "linear", "vc-dimension", "bounds", "for", "piecewise", "polynomial", "networks.", "Neural", "Computation,", "10:2159–2173,", "1998.", "P.", "P.", "Brahma,", "Dapeng", "Oliver", "Wu,", "and", "Y.", "She.", "Why", "deep", "learning", "works:", "A", "manifold", "disentanglement", "perspective.", "IEEE", "Transactions", "on", "Neural", "Networks", "and", "Learning", "Systems,", "27:1997–2008,", "2016.", "Johann", "Brehmer", "and", "Kyle", "Cranmer.", "Flows", "for", "simultaneous", "manifold", "learning", "and", "density", "estimation.", "ArXiv,", "abs/2003.13913,", "2020.", "10" ] }

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"L.;", "Pal,", "A.;", "Burgess,", "C.;", "Glorot,", "X.;", "Wang,", "P.", "Z.;", "and", "Wang,", "W.", "Y.", "2019.", "Neural", "gaussian", "copula", "Botvinick,", "M.;", "Mohamed,", "S.;", "and", "Lerchner,", "A.", "2017.", "B-", "for", "variational", "autoencoder.", "In", "EMNLP.", "VAE:", "Learning", "basic", "visual", "concepts", "with", "constrained", "Wu,", "D.;", "Wang,", "L.;", "and", "Zhang,", "P.", "2019.", "Solving", "statistical", "variational", "framework.", "In", "ICLR.", "2022.", "Surrogate", "likelihoods", "ical", "Review", "Letters,", "122(8):", "080602.", "Likelihood", "regret:", "Jankowiak,", "M.;", "and", "Phan,", "D.", "sampling.", "In", "ICML.", "Xiao,", "Z.;", "Yan,", "Q.;", "and", "Amit,", "Y.", "2020.", "networks.", "Phys-", "for", "variational", "annealed", "importance", "mechanics", "using", "variational", "autoregressive", "Kamata,", "H.;", "Mukuta,", "Y.;", "and", "Harada,", "T.", "2022.", "Fully", "spiking", "An", "out-of-distribution", "detection", "score", "for", "variational", "auto-", "variational", "autoencoder.", "AAAI.", "encoder.", "NeurIPS.", "Khemakhem,", "I.;", "Kingma,", "D.;", "Monti,", "R.;", "and", "Hyvarinen,", "A.", "Zhang,", "Y.;", "Wang,", "Y.;", "Zhang,", "L.;", "Zhang,", "Z.;", "and", "Gai,", "K.", "2020.", "Variational", "autoencoders", "and", "nonlinear", "ICA:", "A", "unify-", "2019.", "Improve", "diverse", "text", "generation", "by", "self", "labeling", "con-", "ing", "framework.", "In", "AISTATS.", "ditional", "variational", "auto", "encoder.", "In", "ICASSP.", "Kingma,", "D.", "P.;", "and", "Welling,", "M.", "2013.", "Auto-encoding", "varia-", "Zhao,", "S.;", "Song,", "J.;", "and", "Ermon,", "S.", "2019.", "InfoVAE:", "Balancing", "tional", "bayes.", "arXiv.", "learning", "and", "inference", "in", "variational", "autoencoders.", "In", "AAAI." ] }

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{ "word": [ "Subharmonic", "Fidelity", "Revival", "in", "a", "Driven", "PXP", "model", "HaRu", "K.", "Park1,", "and", "SungBin", "Lee1,", "t", "*", "1Department", "of", "Physics,", "Korea", "Advanced", "Institute", "of", "Science", "and", "Technology,", "Daejeon,", "34141,", "Korea", "(Dated:", "January", "3,", "2023)", "The", "PXP", "model", "hosts", "a", "special", "set", "of", "nonergodic", "states,", "referred", "to", "as", "quantum", "many-body", "scars.", "One", "of", "the", "consequences", "of", "quantum", "scarring", "is", "the", "periodic", "revival", "of", "the", "wave", "function", "fidelity.", "It", "has", "been", "reported", "that", "quantum", "fidelity", "revival", "occurs", "in", "the", "PXP", "model", "for", "certain", "product", "states,", "and", "periodic", "driving", "of", "chemical", "potential", "can", "enhance", "the", "magnitude", "of", "quantum", "revival,", "and", "can", "even", "change", "the", "frequencies", "of", "revival", "showing", "the", "subharmonic", "response.", "Although", "the", "effect", "of", "the", "periodic", "driving", "in", "the", "PXP", "model", "has", "been", "studied", "in", "201", "the", "limit", "of", "certain", "perturbative", "regimes,", "the", "general", "mechanism", "of", "such", "enhanced", "revival", "and", "frequency", "change", "has", "been", "barely", "studied.", "In", "this", "work,", "we", "investigate", "how", "periodic", "driving", "in", "the", "PXP", "model", "can", "systematically", "control", "the", "fidelity", "revival.", "Particularly,", "focusing", "on", "the", "product", "state", "so", "called", "a", "N´eel", "state,", "we", "analyze", "the", "condition", "of", "driving", "to", "enhance", "the", "magnitude", "of", "revival", "or", "change", "the", "frequencies", "of", "revival.", "To", "clarify", "the", "c", "reason", "of", "such", "control,", "we", "consider", "the", "similarities", "between", "the", "PXP", "model", "and", "the", "free", "spin-1/2", "model", "in", "graph", "theoretical", "analysis,", "and", "show", "that", "the", "quantum", "fidelity", "feature", "in", "the", "PXP", "model", "well", "explained", "by", "the", "free", "spin-1/2", "model.", "In", "addition,", "under", "certain", "limit", "of", "the", "driving", "parameters,", "analytic", "approach", "to", "explain", "the", "main", "features", "of", "the", "fidelity", "revival", "is", "also", "performed.", "Our", "results", "give", "an", "insight", "of", "the", "scarring", "nature", "of", "the", "periodically", "driven", "PXP", "model", "and", "pave", "the", "way", "to", "understand", "their", "(sub-)harmonic", "responses", "and", "controls.", "imperfect", "revival12.", "There", "exist", "many", "attempts", "to", "reach", "high", "I.", "INTRODUCTION", "fidelity", "revival,", "for", "instance,", "by", "enhancing", "its", "weakly", "broken", "Eigenstate", "Thermalization", "Hypothesis(ETH)1–4", "is", "key", "SU(2)", "symmetry13,14.", "There", "is", "another", "way", "which", "enhances", "concept", "explaining", "the", "thermalization", "of", "the", "quantum", "many-", "the", "quantum", "revival", "of", "the", "states", "in", "the", "PXP", "model:", "periodic", "body", "system.", "Recently,", "beyond", "the", "quantum", "thermalization,", "driving.", "In", "most", "of", "the", "cases,", "periodic", "driving", "induces", "ther-", "the", "system", "which", "strongly", "violates", "the", "ETH", "has", "been", "actively", "malization", "of", "the", "scar", "states,", "and", "thus", "destructs", "the", "fidelity", "re-", "vival.", "However,", "recent", "experimental", "and", "theoretical", "studies", "studied,", "such", "as", "integrable", "systems", "and", "many-body", "localiza-", "show10,15", "that", "periodic", "driving", "with", "certain", "amplitudes", "sur-", "tion.", "Here,", "the", "”strong", "violation”", "of", "the", "ETH", "means", "ev-", "ery", "eigenstate", "breaks", "the", "ergodicity", "and", "never", "get", "thermal-", "prisingly", "enhances", "the", "fidelity", "revival.", "Furthermore,", "it", "has", "ized.", "There", "are", "also", "the", "systems", "which", "”weakly", "violate”", "the", "also", "been", "observed", "that", "the", "subharmonic", "response", "of", "fidelity", "Loe", "ETH,", "implying", "only", "small", "portion", "of", "the", "eigenstates", "violates", "revival", "exists", "with", "doubled", "period", "compared", "to", "the", "driving", "the", "ergodicity", "while", "all", "the", "other", "states", "get", "thermalized.", "In", "mode.", "This", "kind", "of", "subharmonic", "response", "breaks", "the", "discrete", "particular,", "quantum", "many-body", "scarring(QMBS)", "systems", "are", "time", "translational", "symmetry", "of", "the", "driving", "mode,", "and", "hence", "the", "examples", "which", "weakly", "violates", "ETH,", "containing", "a", "small", "get", "attention", "as", "a", "time-version", "of", "crystalline", "order,", "called", "a", "number", "of", "highly", "excited", "non-thermal", "eigenstates,", "called", "scar", "discrete", "time-crystal", "(DTC)", "which", "is", "also", "a", "recently", "studied", "eigenstates5,6.", "Such", "scar", "eigenstates", "show", "exotic", "physical", "be-", "subject16,17.", "Although", "earlier", "research", "had", "demonstrated", "this", "Gnh", "havior", "compared", "to", "the", "thermal", "Gibbs", "state.", "For", "example,", "subharmonic", "fidelity", "revival", "in", "the", "limit", "of", "large", "driving", "am-", "while", "the", "thermal", "Gibbs", "state", "predicts", "the", "entanglement", "en-", "plitude", "and", "high", "frequency18,", "the", "general", "mechanism", "of", "such", "tropy", "proportional", "to", "the", "volume", "of", "subsystem", "in", "the", "middle", "subharmonic", "revival", "has", "not", "been", "explored", "well.", "of", "the", "spectrum,", "the", "entanglement", "entropy", "of", "the", "scar", "eigen-", "state", "scales", "proportionally", "to", "the", "area", "of", "the", "subsystem.", "Be-", "cause", "the", "QMBS", "often", "appear", "in", "a", "tower", "of", "scar", "states", "where", "a", "set", "of", "states", "with", "equidistant", "energy", "spacing", "exists7,", "if", "the", "initial", "product", "state", "is", "superposition", "of", "the", "scar", "states,", "then", "In", "this", "paper,", "we", "study", "the", "periodically", "driven", "PXP", "model,", "the", "system", "exhibits", "the", "perfect", "revival.", "Conversely,", "it", "has", "been", "focusing", "on", "the", "subharmonic", "fidelity", "revivals.", "In", "Section", "II,", "also", "shown", "that", "the", "persistent", "revival", "of", "product", "state", "implies", "we", "introduce", "the", "PXP", "model", "with", "square", "pulse", "driving", "modes.", "QMBS8.", "Hence,", "is", "important", "to", "observe", "the", "fidelity", "revival", "By", "calculating", "the", "average", "fidelity", "and", "the", "Fourier", "compo-", "as", "evidence", "for", "the", "QMBS", "in", "experiments.", "nents", "of", "the", "fidelity", "signal,", "we", "study", "the", "conditions", "under", "In", "recent", "experiments", "of", "Rydberg", "atom", "simulator,", "it", "has", "which", "the", "fidelity", "is", "enhanced", "and", "subharmonic", "response", "oc-", "been", "observed", "that", "certain", "product", "states", "show", "persistent,", "curs.", "Then,", "based", "on", "the", "similarity", "of", "the", "Hamiltonian", "ad-", "though", "imperfect", "revival", "under", "van", "der", "Waals", "interaction.", "jacent", "graph", "between", "PXP", "model", "and", "free", "spin", "model19,", "we", "This", "indicates", "the", "presence", "of", "a", "QMBS", "in", "the", "system9–11.", "Tak-", "show", "that", "they", "can", "be", "explained", "by", "the", "free", "spin-1/2", "model", "ing", "the", "extreme", "limit", "of", "strong", "van", "der", "Waals", "interaction", "in", "with", "the", "same", "driving", "which", "is", "exactly", "solvable.", "In", "Section", "III,", "the", "Rydberg", "blockade", "of", "the", "Rydberg", "atom", "chain", "gives", "rise", "we", "introduce", "an", "analytic", "approach", "for", "the", "driven", "PXP", "model.", "Within", "perturbative", "analysis,", "we", "derive", "the", "driving", "conditions", "to", "the", "so-called", "PXP", "model,", "which", "has", "a", "Hilbert", "space", "pro-", "jected", "onto", "the", "states", "with", "no", "neighboring", "excited", "states.", "The", "for", "subharmonic", "responses", "in", "the", "driven", "PXP", "model", "and", "dis-", "QMBS", "structure", "of", "the", "PXP", "model", "has", "been", "actively", "stud-", "cuss", "their", "applications.", "In", "Section", "IV,", "we", "summarize", "our", "ied", "theoretically,", "including", "the", "report", "that", "it", "also", "shows", "the", "works", "and", "suggest", "interesting", "future", "directions." ] }

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"ob-", "The", "mechanism", "leading", "to", "this", "result", "is", "a", "time-domain", "servation", "of", "anyonic", "braiding", "in", "a", "Fabry-Perot", "interfer-", "interferometer", "at", "the", "tunneling", "QPC", "which", "is", "created", "by", "ometer", "[21],", "and", "demonstration", "of", "a", "so-called", "“anyon", "col-", "the", "dilute", "incident", "beam.", "The", "interference", "is", "between", "two", "lider”", "[22,", "23]", "using", "cross-correlation", "measurements.", "processes,", "in", "which", "a", "quasiparticle-quasihole", "excitation", "Here", "we", "show", "that", "anyonic", "statistics", "can", "be", "inferred", "di-", "occurs", "at", "the", "tunneling", "QPC", "either", "before", "or", "after", "the", "rectly", "from", "conductance", "measurements,", "without", "requir-", "arrival", "of", "an", "injected", "quasiparticle", "(see", "Fig.", "2).", "A", "similar", "Goe", "ing", "current", "correlation", "measurements", "or", "explicitly", "build-", "physical", "picture", "has", "been", "shown", "in", "Refs.", "[25,", "27,", "28].", "We", "ing", "an", "interferometer.", "The", "configuration", "we", "propose", "to", "further", "find", "that", "this", "interference", "is", "sensitive", "to", "the", "mu-", "obtain", "this", "result", "consists", "of", "quantum", "point", "contact", "tual", "statistics", "phase", "between", "the", "injected", "and", "the", "tunnel-", "(QPC)", "between", "two", "edges", "of", "a", "general", "Abelian", "FQH", "state", "ing", "quasiparticles,", "0", "12", ".", "We", "emphasize", "that", "these", "quasi-", "which", "are", "driven", "out", "of", "equilibrium.", "The", "edges", "may", "be", "particles", "are", "not", "necessarily", "of", "the", "same", "type,", "although", "Ganh", "driven", "off-equilibrium", "by", "one", "of", "three", "methods:", "inject-", "they", "must", "be", "supported", "by", "the", "same", "FQH", "liquid.", "ing", "a", "single", "quasiparticle", "into", "one", "of", "the", "edges;", "injecting", "Since", "our", "focus", "is", "the", "interference", "of", "two", "amplitudes", "a", "Poissonian,", "dilute", "beam", "of", "quasiparticles", "into", "one", "of", "which", "differ", "from", "one", "another", "by", "the", "orderings", "of", "events,", "the", "edges;", "and", "placing", "a", "finite", "bias", "voltage", "between", "the", "the", "key", "point", "of", "our", "analysis", "is", "the", "identification", "of", "the", "edges.", "phase", "differences", "between", "the", "two", "orderings.", "We", "find", "Our", "proposed", "setup,", "shown", "in", "Fig.", "1(a),", "allows", "a", "phase", "differences", "that", "are", "determined", "by", "the", "quasiparti-", "smooth", "transition", "between", "the", "dilute", "Poissonian", "beam", "cle", "charge", "e*", "which", "is", "a", "fraction", "of", "the", "electron", "charge", "and", "a", "full", "beam", "at", "finite", "bias", "voltage.", "This", "is", "ob-", "for", "non-integer", "values", "of", "v", "[4–6];", 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"are", "Laughlin", "e", "=", "e/3", "anyons,", "and", "subsequent", "recreations", "for", "the", "=", "1/3", "and", "explicitly", "in", "App.", "B,", "we", "show", "that", "the", "ratio", "between", "v", "=", "2/5", "cases", "[26,", "46,", "47].", "Interestingly,", "a", "recent", "ex-", "the", "first", "term", "in", "Eq.", "(1)", "and", "G", "direct", "is", "shown", "[24,", "25]", "quasiparticle", "was", "a", "e/3", "anyon", "and", "the", "tunneling", "quasi-", "where", "T", "is", "the", "soliton", "width.", "It", "has", "been", "ensure", "G", "direct", "is", "particle", "was", "an", "electron,", "observed", "Andreev-like", "reflection", "that", "T", "Ts", "max", "o", "eV,", "k", "B", "T", "};", "as", "such,", "to", "(T1", "s", ")481", "2,", "periment", "employing", "a", "similar", "setup,", "where", "the", "injected", "ee", "sub-dominant,", "the", "dilute", "limit", "must", "be", "measured", "when", "[48].", "This", "is", "consistent", "with", "a", "mutual", "statistics", "phase", "of", "k", "B", "T", "(", "id", "28)", "eV", "<", "2.", "0", "12", "=", "π,", "for", "which", "Eq.", "(1)", "gives", "no", "time-domain", "interfer-", "Several", "contemporary", "experimental", "setups", "use", "the", "ometry", "signal.", "equivalent", "of", "non-interacting", "fermionic", "formulae", "to", "rea-", "Acknowledgements.—", "We", "thank", "Tomer", "Alkalay,", "Moty", "sonable", "success", "[45],", "corresponding", "to", "the", "limiting", "value", "Heiblum,", "Changki", "Hong,", "June-Young", "Lee", "and", "H.-S.", "of", "28", "1", "=", "1.", "In", "this", "case,", "the", "second", "term", "of", "Eq.", "(1)", "is", "Sim", "for", "insightful", "discussions", "and", "comments", "on", "the", "a", "numerical", "coefficient", "of", "order", "one,", "which", "may", "depend", "manuscript.", "This", "work", "was", "partially", "supported", "by", "grants", "solely", "on", "e", "and", "0", "12", "For", "non-interacting", "fermions,", "from", "the", "ERC", "under", "the", "European", "Union’s", "Horizon", "2020", "this", "coefficient", "is", "easily", "found", "by", "comparing", "to", "known", "research", "and", "innovation", "programme", "(grant", "agreements", "Landauer-Buttiker-Imry", "scattering", "theory", "[44],", "but", "it", "is", "LEGOTOP", "No.", "788715", "and", "HQMAT", "No.", "817799),", "the", "straightforward", "to", "generalize.", "We", "discuss", "this", "coefficient", "DFG", "(CRC/Transregio", "183,", "EI", "519/7-1),", "the", "BSF", "and", "further", "in", "App.", "B.", "NSF", "(2018643),", "the", "ISF", "Quantum", "Science", "and", "Technol-", "Discussion.—", "We", "propose", "a", "simple", "method", "to", "extract", "ogy", "(2074/19).", "N.S.", "was", "supported", "by", "the", "Clore", "Scholars", "anyonic", "exchange", "statistics.", "Our", "system", "consists", "only", "Programme.", " [1]", "D.", "Arovas,", "J.", "R.", "Schrieffer,", "and", "F.", "Wilczek,", "Fractional", "[4]", "R.", "B.", "Laughlin,", "Anomalous", "Quantum", "Hall", "Effect:", "An", "In-", "Statistics", "and", "the", "Quantum", "Hall", "Effect,", "Physical", "Review", "compressible", "Quantum", "Fluid", "with", "Fractionally", "Charged", "Letters", "53,", "722", "(1984),", "publisher:", "American", "Physical", "So-", "Excitations,", "Physical", "Review", "Letters", "50,", "1395", "(1983),", "ciety.", "publisher:", "American", "Physical", "Society.", "[2]", "X.", "Wen,", "Quantum", "Field", "Theory", " of", "Many-Body", "Sys-", "[5]", "R.", "de", "Picciotto,", "M.", "Reznikov,", "M.", "Heiblum,", "V.", "Uman-", "tems:From", "the", "Origin", "of", "Sound", "to", "an", "Origin", "of", "Light", "sky,", "G.", "Bunin,", "and", "D.", "Mahalu,", "Direct", "observation", "of", "a", "and", "Electrons:", "From", "the", "Origin", " of", "Sound", "to", "an", "Origin", "fractional", "charge,", "Nature", "389,", "162", "(1997).", " of", "Light", "and", "Electrons,", "Oxford", "Graduate", "Texts", "(OUP", "[6]", "L.", "Saminadayar,", "D.", "C.", "Glattli,", "Y.", "Jin,", "and", "B.", "Etienne,", "Oxford,", "2004).", "Observation", "of", "the", "e/3", "Fractionally", "Charged", "Laughlin", "[3]", "A.", "Stern,", "Anyons", "and", "the", "quantum", "Hall", "effect", "-", "a", "peda-", "Quasiparticle,", "Physical", "Review", "Letters", "79,", "2526", "(1997).", "gogical", "review,", "Annals", "of", "Physics", "323,", "204", "(2008),", "arXiv:", "[7]", "C.", "L.", "Kane", "and", "M.", "P.", "A.", "Fisher,", "Nonequilibrium", "noise", "0711.4697.", "and", "fractional", "charge", "in", "the", "quantum", "Hall", "effect,", "Physical" ] }

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"Institute,", "162", "5th", "Avenue,", "New", "York,", "nY,", "10010,", "USA", "25Department", "of", "Physics,", "196", "Auditorium", "Road,", "Unit", "3046,", "University", "of", "Connecticut,", "Storrs,", "CT", "06269,", "USA", "FL", "26MMT/Steward", "Observatory,", "University", "of", "Arizona,", "933", "N.", "Cherry", "Ave.,", "Tucson,", "AZ", "85721,", "USA", "27Astronomy", "Centre,", "University", "of", "Sussex,", "Falmer,", "Brighton", "BN1", "9QH,", "UK", "28Institute", "of", "Space", "Sciences", "and", "Astronomy,", "University", "of", "Malta,", "Msida", "MSD", "2080,", "Malta", "29National", "Astronomical", "Observatory", "of", "Japan,", "2-21-1", "Osawa,", "Mitaka,", "Tokyo", "181-8588,", "Japan", "ABSTRACT", "We", "present", "results", "from", "the", "Cosmic", "Evolution", "Early", "Release", "Survey", "(CEERS)", "on", "the", "stellar-population", "pa-", "rameters", "for", "28", "galaxies", "with", "redshifts", "4", "<", "z", "<", "9", "using", "imaging", "data", "from", "the", "James", "Webb", "Space", "Telescope", "(JWST)", "Mid-Infrared", "Instrument", "(MIRI)", "combined", "with", "data", "from", "the", "Hubble", "Space", "Telescope", "and", "the", "Spitzer", "Space", "Telescope.", "The", "JWST/MIRI", "5.6", "and", "7.7", "µm", "data", "extend", "the", "coverage", "of", "the", "rest-frame", "spectral-energy", "Corresponding", "author:", "Casey", "Papovich", "papovich@tamu.edu" ] }