Robust Variable Selection via Bayesian LASSO-Composite Quantile Regression with Empirical Likelihood: A Hybrid Sampling Approach by Ruisi Nan, Jingwei Wang, Hanfang Li, Youxi Luo

“…This innovative design enables simultaneous optimization of regression coefficients and penalty parameters, circumventing the need for ad hoc selection of optimal penalty parameters—a long-standing challenge in conventional LASSO estimation. …”
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In situ surface modification by oleic acid of magnetite nanoparticles: surface interaction, structure, and its magnetic properties by Firyal Arianna, Lusi Safriani, An-Nissa Kusumadewi, Noto Susanto Gultom, Risdiana, Togar Saragi

“…Superconducting Quantum Interference Device (SQUID) measurement showed that the nanoparticles have superparamagnetic-like property with temperature blocking of 279.94 K. …”
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A Reconfigurable 1x2 Photonic Digital Switch Controlled by an Externally Induced Metasurface by Alessandro Fantoni, Paolo Di Giamberardino

“…Also, a statistical analysis has been produced, targeting the definition of the most incident-activated pixel for each switch operation. An optimal configuration is proposed and applied to demonstrate the operation of a digital cascaded switch. …”
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Slowpoke functions in circadian output cells to regulate rest:activity rhythms. by Daniela Ruiz, Saffia T Bajwa, Naisarg Vanani, Tanvir A Bajwa, Daniel J Cavanaugh

“…The circadian system produces ~24-hr oscillations in behavioral and physiological processes to ensure that they occur at optimal times of day and in the correct temporal order. …”
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A algorithm for low light image enhancement in coal mine underground based on illumination constraints by Yuchen BAI, Zuohua MIAO, Houyou XU, Mengting WANG

“…Compared to the original model, it showed improvements of approximately 23.40%, 16.07%, and 20.45% in these metrics, demonstrating optimal image enhancement effectiveness.…”
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Exploring Task-Related EEG for Cross-Subject Early Alzheimer’s Disease Susceptibility Prediction in Middle-Aged Adults Using Multitaper Spectral Analysis by Ziyang Li, Hong Wang, Jianing Song, Jiale Gong

“…Electroencephalogram (EEG) data were collected from the Multi-Source Interference Task (MSIT) and Sternberg Memory Task (STMT). …”
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Performance analysis of joint transmission in TDD-based mm-wave networks with BS heights by P.V. MuraliKrishna, T. VenkataRamana

“…Besides, results show that optimal UL and DL split and load balancing are required to achieve better DL coverage.…”
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Magnetic Nanomaterials in Chinese Medicine Chemical Composition Analysis and Drug Metabolism and Its Industry Prospect and Development Path Research by Tengfei Ma, Peng Liu

“…Then, through the experimental simulation, the results show that, under the optimal conditions, the magnetic nanomaterials can be used to analyze the chemical composition of traditional Chinese medicine. …”
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Method for Identifying Heat Flux of Temperature-Sensitive Paint under High-Temperature Gas Radiation by Guangsen JIA, Xin JIN, Dapeng YAO, Nong CHEN

“…In order to solve the problem of heat flux identification of temperature-sensitive paints under the interference condition of high-temperature gas radiation luminescence, based on the gradient change of radiation light intensity of the coating, a heat flux identification method using the Levenberg-Marquardt optimization algorithm had been established, and experiments were carried out using the flat plate-wedge model in the high-enthalpy shock tunnel, with the total temperature of 2 816 K and 4 620 K, respectively. …”
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Design Methodology of LLC Resonant Converter for PV-Powered Li-Ion Battery Charger by Ahmed Y. Farag, Mohamed Rabah, Khaled A. El-Metwally, Abdelmomen Mahgoub

“…However, these converters suffer from hard switching, resulting in high switching losses and significant electromagnetic interference. To address these issues, the LLC resonant converter is adopted due to its soft-switching capability. …”
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Numerical simulation of multi-layer co-production in marine-continental transitional shale reservoirs by CHEN Xuezhong, ZHAO Huiyan, CHEN Man, XU Huaqing, YANG Jianying, YANG Xiaomin, TANG Huiying

“…This sequence minimizes the interference of coal seam water production on the overall mining process. ③ The production from coal seams exhibits significant stress sensitivity, impacting overall gas output.…”
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Synthesis and Characterization of a Novel Chitosan-Based Nanoparticle–Hydrogel Composite System Promising for Skin Wound Drug Delivery by Yueying Huang, Shuting Hao, Jiayu Chen, Mengyuan Wang, Ziheng Lin, Yanan Liu

“…As a natural preservative, nisin is widely used in the food industry, while its application in biomedicine is limited due to its susceptibility to interference from external conditions. In this study, a nanoparticle–hydrogel composite system was designed to encapsulate and release nisin. …”
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An Electrochemical Immunosensor for Sensitive Detection of Exosomes Based on Au/MXenes and AuPtPdCu by Jie Gao, Rong Yang, Xiaorui Zhu, Jiling Shi, Sufei Wang, Aihua Jing

“…A low limit of detection of 19 particles μL⁻¹ was achieved in the linear range of 50 to 5 × 10⁴ particles μL⁻¹ under optimal conditions. The immunosensor developed herein showed satisfactory electrochemical stability and anti-interference ability for the detection of exosomes in real serum samples.…”
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Simultaneous two-team transorbital neuroendoscopic approach for sphenoid wing meningioma by Lien Deschuytere, Estelle Beneke, Byron De John, Darlene Lubbe

“…Contribution: This technique offers a practical and safe solution to streamline complex multiportal surgeries while maintaining optimal clinical outcomes.…”
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Biomass as eco-friendly adsorbents for the removal of emerging pollutants from wastewater: A review by Asma Musfira Shabbirahmed, Anu Jacob, Pinaki Dey, Prathap Somu, Dibyajyoti Haldar

“…The review highlights their adsorption capacities, optimal conditions, and challenges, such as leaching and interference from co-existing ions. …”
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Beamforming algorithm for cognitive satellite and terrestrial network based on UAV relay by Yanli LI, Zhi LIN, Zining WANG, Ba XU, Ming CHENG, Jian OUYANG

“…Two beamforming (BF) schemes to achieve spectrum sharing by suppressing inter-system interferences in cognitive satellite and terrestrial networks were proposed, where the satellite and UAV cooperative network was used as the secondary network, while the terrestrial network was used as the primary network.Specifically, considering that only the statistical channel state information was available, a constrained optimization problem was formulated to maximize the signal-to- interference-plus-noise ratio of the secondary user under the constraints of the maximum transmit power at the UAV and the interference power of the primary user.Then, an iteration-based BF scheme was proposed to solve the constrained optimization problem.To reduce the computational complexity of the iterative algorithm, a zero-forcing based BF scheme was further proposed.Finally, computer simulations verify the correctness and effectiveness of the proposed BF schemes.…”
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Design and Experiment of DEM-Based Layered Cutting–Throwing Perimeter Drainage Ditcher for Rapeseed Fields by Xiaohu Jiang, Zijian Kang, Mingliang Wu, Zhihao Zhao, Zhuo Peng, Yiti Ouyang, Haifeng Luo, Wei Quan

“…Results indicated that increasing the inner/outer blade widths (200–300 mm) by expanding the direct cutting area significantly reduced the cutter torque by 32% and traction resistance by 48.6% from reduced soil-blockage drag; larger blade group distance (0–300 mm) initially decreased but later increased power consumption due to soil backflow interference, with peak efficiency at 200 mm spacing; the optimal blade opening (586 mm) minimized the soil accumulation-induced power loss, validated by DEM trajectory analysis showing continuous soil flow. …”
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Deep Learning Based 3D Visualization Health Condition Monitoring Method for Anchor Digging Machines by YANG Xueqi, GAO Xinqin, ZHENG Haiyang, YANG Jun

“…A dual time-length transformer (DT) RUL prediction model incorporating a stacked denoising autoencoder (SDAE) was constructed (SDAE‒DT Net), and particle swarm optimization (PSO) was used for model hyperparameter optimization. …”
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Intelligent Dynamic Trajectory Planning of UAVs: Addressing Unknown Environments and Intermittent Target Loss by Zhengpeng Yang, Suyu Yan, Chao Ming, Xiaoming Wang

“…Precise trajectory planning is crucial in terms of enabling unmanned aerial vehicles (UAVs) to execute interference avoidance and target capture actions in unknown environments and when facing intermittent target loss. …”
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Coordinated beamforming for cognitive multi-cell networks with wiretap channels by Dong-hua CHEN, Xiu-xiu ZHANG, Wei-bo XIE

“…Owing to the coupling among the vectors to be optimized，the problem becomes non-convex and non-linear.Accordingly，a centralized coordinated beamforming design method was proposed by constraining the leakage interference and using the semi-definite relaxation，and on the base of it，a decentralized algorithm was also proposed by decomposing the centralized design problem into a group of sub-problems on each cell’s base by using dual decomposition.Simulation results show that the proposed schemes make effective reduction in power consumption while guarantee the legal users’ secrecy rate requirement and the cognitive interference constraint.Moreover，the proposed decentralized method not only reduces the computational complexity，but also has the same performance as the centralized algorithm.…”
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