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Energy Transmission and Harmonic Propagation in Unidirectionally Coupled Plasma Oscillator Networks

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K. Abirami, Miguel A. Prado-Reynoso, Miguel A.F. Sanjuán

Chaotic Dynamics · Submitted 10 Oct 2026 · Published version

abstract compiled · 2026-10-14 · no language-model review

The authors' main claim The transmission characteristics are governed by both the coupling strength and system parameters.

how it is stated · asserted 1.00 read the record →

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arXiv ID2610.14752 (version 1)
Pith ID3ZCMGU45, Pith's permanent record of this paper and its review
CitationK. Abirami, Miguel A.F. Sanju\'an, Miguel A. Prado-Reynoso. "Energy Transmission and Harmonic Propagation in Unidirectionally Coupled Plasma Oscillator Networks." arXiv:2610.14752 (2026). https://pith.science/paper/3ZCMGU45
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The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-10-14: 1 request, 4,186 input tokens.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.07 · human participants 0.01 · controlled comparison 0.03 · randomized assignment 0.01 · states quantitative result 0.93 · compares with prior results 0.04 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v1. Results and the main claim are underlined; .

We investigate signal transmission in a network of unidirectionally coupled plasma oscillators, where only the first oscillator is driven by a weak periodic input. As the signal propagates through the network, nonlinear interactions generate higher-order harmonic components. Spectral analysis identifies five distinct transmission patterns for the fundamental frequency and odd harmonics, and four patterns for even harmonics, encompassing damped propagation, undamped transmission, and localized amplification. The transmission characteristics are governed by both the coupling strength and system parameters. Furthermore, we analyze how variations in these key parameters shape the overall signal dynamics.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 We investigate signal transmission in a network of unidirectionally coupled plasma oscillators, where only the first oscillator is driven by a weak periodic input. contribution 0.91 0.79 0.04 asserted 0.97
s1 As the signal propagates through the network, nonlinear interactions generate higher-order harmonic components. result 0.94 0.70 0.07 asserted 1.00
s2 Spectral analysis identifies five distinct transmission patterns for the fundamental frequency and odd harmonics, and four patterns for even harmonics, encompassing damped propagation, undamped transmission, and localized amplification. result 1.00 0.94 0.46 asserted 1.00
s3 The transmission characteristics are governed by both the coupling strength and system parameters. result 0.60 0.74 0.30 asserted 1.00
s4 Furthermore, we analyze how variations in these key parameters shape the overall signal dynamics. contribution 0.96 0.90 0.06 asserted 0.71

What kind of paper the classifier reports this is: simulation study 0.78 · evidence from simulation or computation 0.91.

What was examined, and what was not

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Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

We investigate signal transmission in a network of unidirectionally coupled plasma oscillators, where only the first oscillator is driven by a weak periodic input. As the signal propagates through the network, nonlinear interactions generate higher-order harmonic components. Spectral analysis identifies five distinct transmission patterns for the fundamental frequency and odd harmonics, and four patterns for even harmonics, encompassing damped propagation, undamped transmission, and localized amplification. The transmission characteristics are governed by both the coupling strength and system parameters. Furthermore, we analyze how variations in these key parameters shape the overall signal dynamics.

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