Low complexity decoder over time-selective fading channels by ZHANG Bi-jun, ZHU Guang-xi, SUN Jun, LIU Wen-ming

“…A low complexity decoder was presented applicable to time-selective fading channels based on the existed group layered space-time （GLST） architecture. The intra symbol interferences within the all groups were firstly sup-pressed in virtue of the construction of orthogonal matrices and then obtained the all groups’ transmitted symbols based on the group detection technique using the simplified matrix inverse algorithm. …”
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Chicken IL-17 as a potent adjuvant enhances IBDV VP2 DNA vaccine immunogenicity and protective efficacy by Jianlou Zhang, Wenyan Li, Shanshan Huo, Xiaojing Xin, Liyue Wang

“…To investigate whether chicken IL-17 (chIL-17) is qualified for the molecular adjuvant, we constructed chIL-17 gene vector, co-immunized chickens with chIL-17 gene vector and IBDV VP2 DNA vector, and analyzed the effect of IL-17 gene on the immunogenicity of VP2 DNA vaccine. …”
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Authenticity Detection of Egg White Powder Using Near-Infrared Spectroscopy Based on Improved One-Dimensional Convolutional Neural Network Model by ZHU Zhihui, LI Wolin, HAN Yutong, JIN Yongtao, YE Wenjie, WANG Qiaohua, MA Meihu

“…An improved one-dimensional convolutional neural network (1D-CNN) model for the authenticity detection of egg white powder was constructed based on near-infrared spectroscopy (NIRS). …”
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Nodal Carbon Emission Factor Prediction for Power Systems Based on MDBO-CNN-LSTM by Lihua Zhong, Feng Pan, Yuyao Yang, Lei Feng, Haiming Shao, Jiafu Wang

“…Subsequently, an MDBO-CNN-LSTM deep network architecture is constructed, with detailed explanations of its fundamental structure and operational principles. …”
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Fault location scheme for multi-terminal DC transmission systems using time signal extraction and distance vector analysis by Jingfeng Mao, Yang Wu, Xiuyong Yu, Jiawen Qiu, Aihua Wu, Xinsong Zhang

“…A novel fault section identification vector is then constructed by analyzing the relationship between measured time signals and inherent topological distances within the network, enabling accurate fault section determination without requiring precise wave velocity or terminal synchronization. …”
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The Sensitivity to Pain Traumatization Scale–Child Version (SPTS-C): Development and preliminary validation by Maria Pavlova, Jaimie K. Beveridge, Sabine Soltani, Larah Maunder, Tim V. Salomons, Joel Katz, Melanie Noel

“…Three months later, youth self-reported their pain symptoms and completed the SPTS-C.Results The SPTS-C had a one-factor structure that explained 48% of variance and demonstrated good reliability and construct validity. SPTS-C baseline scores predicted follow-up levels of pain interference but not pain intensity or pain unpleasantness.Conclusions The results provide preliminary evidence for the psychometric properties of the SPTS-C and the potential role of SPT in pediatric chronic pain outcomes.…”
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A Stability indicating TLC-Densitometric Method for the Determination of Remdesivir in presence of Its Degradation Products by Mai H. Abd El-Fattah, Yasmine Ahmed Sharaf, Heba M. El-Sayed, Said A. Hassan

“…Densitometric detection was performed at 232 nm, and polynomial regression models were used to construct calibration curves. Linearity was observed over the concentration range of 0.2–1.1 µg/band for REM. …”
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Harmonizer: A Universal Signal Tokenization Framework for Multimodal Large Language Models by Amin Amiri, Alireza Ghaffarnia, Nafiseh Ghaffar Nia, Dalei Wu, Yu Liang

“…We enhance features through STFT-based spectral decomposition, Hilbert transform analytic signal extraction, and SCLAHE spectrogram contrast optimization, and train using a composite loss function to produce reliable embeddings and construct a robust vector vocabulary. Experimental validation on music datasets such as E-GMD v1.0.0, Maestro v3.0.0, and GTZAN demonstrates high fidelity across 288 s of vocal signals (MSE = 0.0037, CC = 0.9282, Cosine Sim. = 0.9278, DTW = 12.12, MFCC Sim. = 0.9997, Spectral Conv. = 0.2485). …”
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Lightweight and rapid adaptive super-resolution interpolation reconstruction algorithm for super-pixel segmentation of super-wide field-of-view long-wave infrared images by Dongdong Shi, Xia Cai, Limin Liu, Fuyu Huang, Kangli Xu, Yuanbo Wang, Yudan Chen

“…Notably, the “sinc” function is employed to construct the interpolation weighting function, particularly for high-gradient regions. …”
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The defensome of prokaryotes in aquifers by Pengwei Li, Zongzhi Wu, Tang Liu, Chunfang Deng, Quan Liu, Jinren Ni

“…Based on our recent nationwide groundwater monitoring campaign across China, we construct a metagenomic groundwater prokaryotic defensome catalogue (GPDC), encompassing 190,810 defense genes, 90,824 defense systems, 139 defense families, and 669 defense islands from 141 prokaryotic phyla. …”
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Marine motor fault diagnosis based on CEEMDAN and BRECAN under strong noise conditions by Renjie ZHU, Enzhe SONG, Chong YAO, Yun KE

“…Next, the BRECAN network is constructed, based on the principle of Variational Bayesian (VI-Bayesian ) using the network parameters instead of the traditional network point estimation training method, the parameters are built to simulate the interference of synthetic noise on the model training, and the network is guided by the Residual Efficient Channel Attention (RECA) module to extract the fault difference features. …”
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Electrochemical Sensor Capable of Enhancing Dopamine Sensitivity Based on Micron-Sized Metal–Organic Frameworks by Ruhui Yan, Yuewu Zhao, Huaixiao Geng, Mengxia Yan, Jine Wang, Shuang Han

“…In this work, the 2D-structured Co-TCPP(Fe) MOF sheets were synthesized from porphyrin molecules and cobalt ions and then combined with reduced graphene oxide (rGO) and perfluorosulfonic acid polymer (Nafion) solution to construct Co-TCPP(Fe)/rGO/Nafion-modified electrodes capable of sensitively capturing dopamine (DA). …”
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A Novel Parallel Multi-Scale Attention Residual Network for the Fault Diagnosis of a Train Transmission System by Yong Chang, Tengfei Gao, Juanhua Yang, Zongyao Liu, Biao Wang

“…Secondly, a parallel network structure is constructed to improve the generalization ability of the proposed network model for the entire train transmission system. …”
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Hyperspectral estimation of mercury content of soil in Oasis city in arid zones of China by Qing Zhong, Mamattursun Eziz, Mireguli Ainiwaer, Rukeya Sawut, Maorui Hou

“…The novel contribution of this work is to construct hyperspectral inversion model which can accurately estimate the Hg content of urban soils in arid zones. …”
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Multifractal-Aware Convolutional Attention Synergistic Network for Carbon Market Price Forecasting by Liran Wei, Mingzhu Tang, Na Li, Jingwen Deng, Xinpeng Zhou, Haijun Hu

“…The multi-scale convolution (MSC) module employs multi-layer dilated convolutions constrained by shared convolution kernel weights to construct a scale-invariant convolutional network. …”
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Identification of NAPL Contamination Occurrence States in Low-Permeability Sites Using UNet Segmentation and Electrical Resistivity Tomography by Mengwen Gao, Yu Xiao, Xiaolei Zhang

“…Taking an industrial site in Shanghai as the research object, we collected apparent resistivity data using the WGMD-9 system, obtained resistivity profiles through inversion imaging, and constructed training sets by generating contamination labels via K-means clustering. …”
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The association of pain phenotype and providing caregiving with depressive symptom trajectory for older adults: a longitudinal analysis using the health and retirement study by Shuqing Zhao, Longhui Chen, Yanfang Duan, Haochen Wang, Chongzhong Liu, Xiaoyun Wang

“…Linear mixed models were constructed to explore the independent and interacted effects of pain phenotypes and providing caregiving on depressive symptom trajectory. …”
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Infrared Small Target Detection Using Directional Derivative Correlation Filtering and a Relative Intensity Contrast Measure by Feng Xie, Dongsheng Yang, Yao Yang, Tao Wang, Kai Zhang

“…The DDCF map is then constructed by merging the results of the second-order derivative filters applied in four distinct orientations. …”
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Performance Statistics of Autoregressive Short and Ultrashort Signal Detectors by V. M. Kutuzov, V. P. Ipatov, S. S. Sokolov

“…Therefore, parametric methods can be used as independent approaches provided that, first, working detection statistics are selected and justified and, second, that detection characteristics and noise immunity are constructed and analyzed.Aim. This paper investigates modified detection statistics of the parametric Burg method, characterized by the simplicity of decision functions and the capacity to provide a constant false alarm probability under varying additive noise levels.Materials and methods. …”
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Comprehensive safety evaluation of mines based on entropy weight and set pair analysis method by LI Jie, CUI Pengzhi, HE Yafei, WANG Chuanxing, XI Yimiao, YANG Xiaobin, LIU Shun

“…First, a comprehensive mine safety evaluation index system consisting of 19 indicators was constructed based on four factors: human, machine, environment, and management. …”
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