Further characterization and engineering of an 11-amino acid motif for enhancing recombinant soluble protein expression by Jiawu Bi, Elaine Tiong, Ying Sin Koo, Weibiao Zhou, Fong Tian Wong

“…The small size of NT11 (< 10 kDa) lowers the chance of protein folding interference and post-translation removal requirement, which ultimately minimizes cost of production. …”
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A Novel Reconstruction Method for Irregularly Sampled Observation Sequences for Digital Twin by Haonan Jiang, Yanbo Zhao, Qiao Zhu, Yuanli Cai

“…Finally, a weighted loss function is constructed to better train the network parameters of the model. …”
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Z/Ce@hemin enzymes with enhanced peroxidase activity for monitoring and screening the oxidative stress models of Parkinson’s disease by Li Lei, Xiuli Chen, Xincheng Long, Qiuxia Tu, Liping Zhao, Dan Huang, Lingli Song, Jiaojiao Wang, Suzhen Zhai, Xiaozhong Chen, Chunlin Zhang

“…This study introduces, for the first time, a novel Z/Ce@hemin composite enzyme, constructed by anchoring hemin onto zeolitic imidazolate framework-8 (ZIF-8)-encapsulated ceria (CeO2) nanoparticles. …”
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Highly conductive graphene@phosphotungstic acid nanocomposite for sensitive electrochemical detection of acetaminophen based on analysis induction strategy in foods by Ruiyu He, Jingjie Zhang, Shixin Li, Yuzhen Yang, Yaru Xu, Zhixiang Xu, Yufeng Sun

“…In this work, an electrochemical sensing platform based on graphene@phosphotungstic acid nanocomposite (GR@PWA) was constructed for sensitive determination of acetaminophen (AP). …”
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Complete Mode Spectrum Decomposition of Complex‐Structured Light by Computer‐Generated Holography by Yunfei Ma, Zilong Zhang, Yuqi Wang, Hongzhi Yang, Wei He, Lingyu Kong, Suyi Zhao, Xiaotian Li, Yetong Hu, Changming Zhao

“…In this work, the diffractive optical method to extract the complete information of complex‐structured light field composed by eigenmodes superimposed state is detailly designed and proved. Through the interference between the inverse conversion of eigenmodes in the Fourier domain, complete mode spectrum can be constructed with eigenmode ordinals, amplitude weight coefficients, and relative phases. …”
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Aromatic Compound-Dependent Staphylococcus aureus Is Safe in a Nasal Colonization Leukopenic Murine Model by María S. Barbagelata, Lucía P. Alvarez, Cristian M. Dotto, Santiago M. Lattar, Daniel O. Sordelli, Fernanda R. Buzzola

“…Recently, we demonstrated that artificial nasal colonization with an attenuated S. aureus mutant reduced by bacterial interference with the colonization of pathogenic strains of S. aureus. …”
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Identification of rice leaf disease based on DepMulti-Net by Kui Hu, Kui Hu, Xinying Zheng, Xinying Zheng, Xinyao Su, Lei Wu, Yongmin Liu, Yongmin Liu, Zhenhua Deng

“…This research presents DepMulti-Net, a novel rice disease and pest identification model, designed to overcome the challenges of complex background interference, difficult disease feature extraction, and large model parameter volume in rice leaf disease identification. …”
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Res-LK-SLR: A Residual Network Based on Large Kernels and Shapelet-Level Representations for Spatial Infrared Spot Target Discrimination by Huiying Liu, Jiarong Wang, Weijun Zhong, Haitao Nie, Xiaotong Deng, Jiaqi Sun, Ming Zhu, Ming Wei

“…To address these issues, firstly, we construct a simulation dataset tailored to the challenges of actual scenarios. …”
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An Analog Sensor Signal Processing Method Susceptible to Anthropogenic Noise Based on Improved Adaptive Singular Spectrum Analysis by Zhengyang Gao, Shuangchao Ge, Jie Li, Wentao Huang, Kaiqiang Feng, Chenming Zhang, Chunxing Zhang, Jiaxin Sun

“…This paper proposes an improved adaptive singular spectrum analysis (ASSA) algorithm that integrates a deep residual network (Res-Net) for automatic recognition. A comprehensive interference signal database was constructed to train the Deep Res-Net, and common interferences were restored through the combination of different signals, enabling greater frequency resolution performance. …”
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A core-satellite self-assembled SERS aptasensor containing a “biological-silent region” Raman tag for the accurate and ultrasensitive detection of histamine by Chen Chen, Yingfang Zhang, Ximo Wang, Xuguang Qiao, Geoffrey I.N. Waterhouse, Zhixiang Xu

“…Herein, a novel interference-free surface-enhanced Raman spectroscopy (SERS) strategy based on magnetic nanoparticles (MNPs) and aptamer-driven assemblies was proposed for the ultrasensitive detection of histamine. …”
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Glutamate-cysteine ligase as a diagnostic biomarker and therapeutic target in Parkinson's disease: a multi-omics and experimental study by Xuzhao Li, Mengfei Wang, Chen Zhong, Jun Xia, Liqiong Tian, Jun Wang, Dongmei Yang

“…In vitro, we utilized rat astrocytes and constructed interference and overexpression vectors based on sequencing results. …”
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3D-printed electrochemical sensor applied to the determination of nitrite: A cost-effective and portable platform for environmental and clinical monitoring by Luiz R.G. Silva, Domingos R. Santos-Neto, Jéssica S. Stefano, Daniel H. de Oliveira, Larissa S. da Silva, Heloysa S. Pittner, Cíntia L. Handa, Rodrigo A.A. Muñoz, Diego P. Rocha

“…The proposed method presented a linear dynamic range from 5.0 to 500.0 µmol L⁻¹, with a limit of detection of 1.8 µmol L⁻¹. Besides, interference tests demonstrated a good selectivity of the method. …”
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Generalized perception of tree-row with distribution-peak feature in 3D point cloud for various orchards navigation by Yingxing Jiang, Wuhao Li, Jizhan Liu, Muhammad Mahmood ur Rehman, Binbin Xie, Jie Wang

“…Autonomous navigation perception in orchards faces challenges such as the dense growth of branches and leaves obstructing key features, dynamic environmental changes, and significant structural differences across various orchard types. …”
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Disparities in objective sleep measures among individuals who have undergone polysomnographic studies by Min-Woong Sohn, Nathan A. Farr, Hyeeun K. Shin, Soojung Ahn, Myla D. Goldman, Sara N. Pasha, Hyojung Kang, Chae Won Kim, Jennifer M. Lobo

“…Average TST was 342 ± 84 min, sleep efficiency 74%, apnea-hypopnea index (AHI) 15 ± 17, with 69% having obstructive sleep apnea (36% mild; 22% moderate; 12% severe). …”
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A Dual-Polarized Wideband Parabolic Reflector Antenna With High Aperture Efficiency and Low Sidelobe Level for L/S-Band Satellite Communications by Xiao Ding, Xingxing Yang, Botao Feng, Chow-Yen-Desmond Sim, Sulin Wu, Kwok L. Chung

“…These characteristics make the proposed antenna suitable for wideband and anti-interference vehicular satellite communications.…”
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DualBranch-AMR: A Semi-Supervised AMR Method Based on Dual-Student Consistency Regularization with Dynamic Stability Evaluation by Jiankun Ma, Zhenxi Zhang, Linrun Zhang, Yu Li, Haoyue Tan, Xiaoran Shi, Feng Zhou

“…Given the high annotation costs and privacy concerns, researching semi-supervised AMR methods that leverage readily available unlabeled data for training is of great significance. This study constructs a semi-supervised AMR method based on dual-student. …”
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Research on the Method of Depth-Sensing Optical System Based on Multi-Layer Interface Reflection by Chen Yu, Ying Liu, Linhan Li, Guangpeng Zhou, Boshi Dang, Jie Du, Junlin Ma, Site Zhang

“…In this paper, a depth-sensing method employing active irradiation of a semi-annular beam is proposed for observing the multi-layered reflective surfaces of transparent samples with higher resolutions and lower interference. To obtain the focusing resolution of the semi-annular aperture diaphragm system, a model for computing the diffracted optical energy distribution of an asymmetric aperture diaphragm is constructed, and mathematical formulas are deduced for determining the system resolution based on the position of the first dark ring of the amplitude distribution. …”
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An optimal GU-P2G-CCUS system operating model considering the carbon market and the cooperative game among participants by LI Yanbin, XU Yixuan, GE Rui, LI Yun, SUN Yanting, ZHANG Feng

“…This paper proposes a generator unit (GU) -power to gas (P2G)-CCUS system, and constructs a data-driven robust optimization (DDRO) model considering the uncertainty of wind power output. …”
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A seed-epidermis-feature-recognition-based lightweight peanut seed selection method for embedded systems by Dehao Li, Jinlong Huang, Xincheng Li, Zhaolei Yang, Xueke An, Pengfei Xu, Yuliang Yun

“…The transfer learning method was used to use four pre-trained models, EfficientNet_b0, EfficientNetv2-b0, MobileNet_v2_35_224, and NasNet_Mobile, as feature extraction layers, the input layer was added before the feature extraction layer, and the dropout and dense layers were added after the feature extraction layer to construct a classifier. The peanut seed selection network(PSSNet) models were constructed and named PSSNet-E, PSSNet-E2, PSSNet-M, and PSSNet-N, respectively, and trained on the Huayu 22 peanut seed dataset constructed in this study. …”
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Enhancing Crack Segmentation Network with Multiple Selective Fusion Mechanisms by Yang Chen, Tao Yang, Shuai Dong, Like Wang, Bida Pei, Yunlong Wang

“…Automated crack detection is vital for structural maintenance in areas such as construction, roads, and bridges. Accurate crack detection allows for the timely identification and repair of cracks, reducing safety risks and extending the service life of structures. …”
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