Real-Time Adaptive Tractor Ride Comfort Adjustment System Based on Machine Learning Method by Hu Tian, Anping Ji

“…Using the XGBoost model for ride comfort prediction, we achieved superior performance (R<inline-formula> <tex-math notation="LaTeX">$^{2} =0.96$ </tex-math></inline-formula>, RMSE =0.015) compared to other ML models. …”
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Two Symbol Expansion Methods and Their Application to Reversible Data Hiding by Hyoung Joong Kim, Changhee Kang, Sang-Ug Kang

“…Both algorithms exploit the similarity between the neighboring pixels in an image, and the experimental results demonstrate an average PSNR of <inline-formula> <tex-math notation="LaTeX">$64.1dB$ </tex-math></inline-formula>, which is 11.6% higher compared to the original histogram shifting method. …”
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Research Progress in Computational Methods for System-Level Coupling of Electromagnetic Pulse by Haiyan Xie, Jianguo Wang

“…This simplified method reduces the complexity of analysis from <inline-formula> <tex-math notation="LaTeX">$N^{2}$ </tex-math></inline-formula> to N, where N represents the number of lines in the network. …”
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Expressiveness of Commutative Quantum Circuits: A Probabilistic Approach by Jorge M. Ramirez, Elaine Wong, Caio Alves, Sarah Chehade, Ryan Bennink

“…In the specific case of commutative circuits involving Pauli-<inline-formula><tex-math notation="LaTeX">$Z$</tex-math></inline-formula> rotations, we provide theoretical results relating expressiveness and circuit structure. …”
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Quantile Regression for Probabilistic Electricity Price Forecasting in the U.K. Electricity Market by Yuki Osone, Daisuke Kodaira

“…The QR model achieved high predictive accuracy and stability, with only a 4&#x2013;25% average pinball loss increases when the previous day&#x2019;s prices (<inline-formula> <tex-math notation="LaTeX">$P_{t-1}$ </tex-math></inline-formula>) were excluded due to bidding deadlines. …”
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Unsupervised Learning in a Ternary SNN Using STDP by Abhinav Gupta, Sneh Saurabh

“…Moreover, the runtime required to train the proposed ternary SNN is <inline-formula> <tex-math notation="LaTeX">$8\times $ </tex-math></inline-formula> less than that required for a binary SNN.…”
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Graph-Attention Diffusion for Enhanced Multivariate Time-Series Anomaly Detection by Vadim Lanko, Ilya Makarov

“…Evaluation on four datasets from various sources demonstrates the effectiveness of our approach, achieving an average <inline-formula><tex-math notation="LaTeX">$F1$</tex-math></inline-formula>-score of 96.51&#x0025;, outperforming many existing baselines. …”
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Edge-of-Chaos and Chaotic Dynamics in Resistor-Inductor-Diode-Based Reservoir Computing by A. H. Abbas, Hend Abdel-Ghani, Ivan S. Maksymov

“…We demonstrate that the exploitation of the proposed RLD circuit in a periodic operating regime with a particular tuning on an edge-of-chaos mode enables the RLD-based reservoir computer to achieve high prediction accuracy, quantified as a normalized mean square error (NMSE) of approximately <inline-formula> <tex-math notation="LaTeX">$10^{-4}$ </tex-math></inline-formula>. We also evaluate the performance of RLD-RC tuned to operate in a chaotic regime under forced initial conditions, revealing the ability of the so-designed computer to accurately forecast complex time series and highlighting the potential of RLD circuits to serve as a backbone of efficient and versatile hardware RC systems.…”
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Coverage Analysis for RIS-Assisted Two-Tier HetNets With Repulsion by Changshan Chen

“…Specifically, the approximate closed-form expressions of the coverage probability (CP) of the typical user (TU) for the RIS-assisted two-tier HetNet, in which the spatial locations of the macrocell BSs are modeled as Beta Ginibre Point Process (<inline-formula> <tex-math notation="LaTeX">$\beta $ </tex-math></inline-formula>-GPP), under different operation models of RIS are derived. …”
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Global Multi-Phase Path Planning Through High-Level Reinforcement Learning by Babak Salamat, Sebastian-Sven Olzem, Gerhard Elsbacher, Andrea M. Tonello

“…In this paper, we introduce the <italic>Global Multi-Phase Path Planning</italic> (<monospace><inline-formula><tex-math notation="LaTeX">$GMP^{3}$</tex-math></inline-formula></monospace>) algorithm in planner problems, which computes fast and feasible trajectories in environments with obstacles, considering physical and kinematic constraints. …”
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A 0.69-mW Subsampling NB-IoT Receiver Employing a Linearized <italic>Q</italic>-Boosted LNA by Hongyu Lu, Ahmed Gharib Gadelkarim, Jiannan Huang, Patrick P. Mercier

“…A direct-coupling derivative superposition technique where low-<inline-formula> <tex-math notation="LaTeX">$V_{t}$ </tex-math></inline-formula> and thick-gate transistors with opposite nonlinear characteristics are combined to improve the measured IIP3 by 7 dB to &#x2212;18 dBm with little NF overhead. …”
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Comparison Between Connection Based Modified Indices and Coindices for Product of Networks by Usman Ali, Muhammad Javaid, Mamo Abebe Ashebo

“…In 1972, connection number based TIs are studied by Gutman and Trinajsti&#x0107; to calculate the entire <inline-formula> <tex-math notation="LaTeX">$\pi $ </tex-math></inline-formula>-electron energy of the alternant hydrocarbons. …”
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Design and Analysis of a Parallel Elastic Shoulder Joint for Humanoid Robotics Application by Sharafatdin Yessirkepov, Timur Umurzakov, Michele Folgheraiter

“…This design leverages both good mechanical stability and the integration of an elastic element, which mitigates vibrations up to 40% and allows the storage and release of elastic potential energy up to <inline-formula> <tex-math notation="LaTeX">$1.9 \,J$ </tex-math></inline-formula>. Initially, three alternative and incremental shoulder joint designs are presented and evaluated across two distinct experiments: 1) Energy storage analysis of the parallel mechanism during single cable motion and 2) Dynamic response and vibration damping. …”
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An Accelerated Successive Convex Approximation Scheme With Exact Step Sizes for L1-Regression by Lukas Schynol, Moritz Hemsing, Marius Pesavento

“…We consider the minimization of <inline-formula><tex-math notation="LaTeX">$\ell _{1}$</tex-math></inline-formula>-regularized least-squares problems. …”
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Multiway Bandpass Power Divider Design With Flexible Filter Order by Chi-Feng Chen, Yu-Sheng Zeng, Yi-Chen Yeh, Tsang-Ning Tien

“…In summary, the proposed filtering PD design offers several key advantages, including a flexible filter order design, support for multiway power division, a compact circuit size (<inline-formula> <tex-math notation="LaTeX">$0.28\lambda _{g}^{2}$ </tex-math></inline-formula>), high port-to-port isolation (&#x003E;20 dB within the passband), spurious-free performance, and a simple design and layout.…”
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Variable Subarray Beamforming in Low Earth Orbit Satellite Feeder Link MIMO by Koyo Tategami, Daisuke Goto, Kiyohiko Itokawa, Fumihiro Yamashita

“…This paper shows that the proposed method improves channel capacity by a factor of 2 compared to the conventional method with fixed subarrays and reduces the required output backoff by 2 dB achieving BER <inline-formula> <tex-math notation="LaTeX">$= 10^{-4}$ </tex-math></inline-formula> compared to full array beamforming by computer simulations.…”
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A Design of Fault-Tolerant Battery Monitoring IC for Electric Vehicles Complying With ISO 26262 by Byambajav Ragchaa, Liji Wu, Xiangmin Zhang

“…The design of battery cell voltage detection is realized by a second order, incremental <inline-formula> <tex-math notation="LaTeX">$\Sigma \Delta $ </tex-math></inline-formula> ADC with a high-voltage channel multiplexing scheme. …”
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Broadband Polarization-Independent Edge Couplers With High Efficiency Based on SiN-Si Dual-Stage Structure by Yang Jiang, Zhewei Zhang, Peng Liu

“…We simulate the minimum TE&#x002F;TM light coupling loss from a standard SMF-28 fiber to be 0.61 dB&#x002F;0.95 dB with polarization dependent loss (PDL) less than 0.4 dB in the whole band between 1500 nm and 1600 nm.…”
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Locational Marginal Pricing: A Fundamental Reconsideration by Leigh Tesfatsion

“…LMP assigns a common per-unit price LMP(b,T) (<inline-formula> <tex-math notation="LaTeX">${\$}$</tex-math></inline-formula>/MWh) to each next unit (MWh) of grid-delivered energy, conditional on delivery location b and delivery period T. …”
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Design of a Low-Profile Dual-Polarization Wideband Semi-Flexible Antenna by Ankang Liu, Jian Lu, Peng Khiang Tan, Theng Huat Gan

“…The thickness of the proposed antenna is <inline-formula> <tex-math notation="LaTeX">$0.067~\lambda $ </tex-math></inline-formula> at the lowest operating frequency and the bandwidth is 15%. …”
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