Bearing Small Sample Fault Diagnosis based on Data Generation and Transfer Learning by Dinghui Wu, Qin Fang, Chuyi Wu

“…First， the source dataset is trained on the training network to obtain the source model， and then a small amount of drive-end data is used as the target dataset to fine-tuning to obtain the target model. …”
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Study on the mycorrhizal structure of common plants and rhizosphere AMF diversity of different plant communities in Central Province, Mongolia by Munkhzul Tsetsegmaa, Lumeng Chao, Yuying Bao

“…With the dual destruction cased by man-made activities and natural causes, the biodiversity and ecosystem function of the prairie are reducing rapidly, which are manifest in such phenomenon as grassland desertification, sharp reduction in wetland, soil quality degradation, erosion of soil by wind, rain and watersheds. …”
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Spectral domain optical coherence tomography: a better OCT imaging strategy by Zahid Yaqoob, Jigang Wu, Changhuei Yang

“…There are two approaches to SDOCT—one that uses a broadband source and a spectrometer to measure the interference pattern as a function of wavelength and the other that utilizes a narrowband tunable laser that is swept linearly in k ∼ 1/λ space during spectral fringe data acquisition. …”
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Carbon‐Based Textile‐Structured Triboelectric Nanogenerators for Smart Wearables by Abdullah Sayam, Md. Mahfuzur Rahman, Abu Sadat Muhammad Sayem, A. T. M. Faiz Ahmed, Shah Alimuzzaman

“…However, one of the challenges is low electric power output, which can be addressed by meticulous selection of material pairs with significant differences in work function and optimizing contact areas. …”
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EEG signatures of cognitive and social development of preschool children-a systematic review. by Supriya Bhavnani, Georgia Lockwood Estrin, Rianne Haartsen, Sarah K G Jensen, Teodora Gliga, Vikram Patel, Mark H Johnson

“…Studies reported on the domains of executive function (n = 22 papers), selective auditory attention (n = 9), learning and memory (n = 5), processing of faces (n = 7) and emotional stimuli (n = 8). …”
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Diverse Ecological Strategies Increase Invasion Resistance in an Experimental Grassland Restoration by Adrienne R. Ernst, Daniel J. Larkin, Andrea T. Kramer, Mary‐Claire Glasenhardt, Andrew L. Hipp

“…However, previous studies have demonstrated that evolutionary history and functional traits shape the invasion process, as ecological theory predicts. …”
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Ultra-high-energy γ-ray emission associated with the tail of a bow-shock pulsar wind nebula

“…The source energy spectrum extended up to 300 TeV, which was well fitted by a log-parabola function with N0 = (1.93 ± 0.23) × 10−16 TeV−1 cm−2 s−1, α = 2.14 ± 0.27, and β = 1.20 ± 0.41 at E0 = 30 TeV. …”
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Compositional and nutritional value of lupin cultivars: Identifying high-protein seeds for enhanced protein isolate production and phytochemical valorisation by Pau Taberner-Pibernat, Albert Ribas-Agustí, Gisela Quinteros, Gerard Sabeña, Miguel López-Gómez, Rubén Domínguez-Valencia, Ricard Bou

“…These findings highlight the potential of lupin for diverse applications in the food and industrial sectors. Cultivar selection is essential to enhance protein extraction yields and colour, as well as to consider lupin as a source of various phytochemicals for valorisation.…”
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Plant-Driven Effects of Wildflower Strips on Natural Enemy Biodiversity and Pest Suppression in an Agricultural Landscape in Hangzhou, China by Wenhao Hu, Kang Ni, Yu Zhu, Shuyi Liu, Xuhua Shao, Zhenrong Yu, Luyu Wang, Rui Zhang, Meichun Duan, Wenhui Xu

“…Spider communities showed no β-diversity differentiation but exhibited functional guild shifts (e.g., web-building specialists). …”
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Systematic identification and characterization of high efficiency Cas9 guide RNAs for therapeutic targeting of ADAR. by Benjamin G Gowen, Kory Melton, Weng In Leong, Prachi Khekare, Shannon McCawley, Jean Chan, Pierre Boivin, Vihasi Jani, Aaron J Cantor, Akshay Tambe, Mary Haak-Frendscho, Mary J Janatpour, Spencer C Wei

“…We determine that knockout of ADAR using these guide RNAs induces pharmacodynamic responses primarily consisting of immunological responses such as a type I interferon response, consistent with the known function of ADAR as a key regulator of dsRNA sensing. …”
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Advanced Monte Carlo for Acquisition Sampling in Bayesian Optimization by Javier Garcia-Barcos, Ruben Martinez-Cantin

“…Optimizing complex systems usually involves costly and time-consuming experiments, where selecting the experiments to perform is fundamental. …”
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The Interface Between Innovation and Entrepreneurship with Strategic Risks and the Budget in a Brazilian Agribusiness Company by Thiago Bruno de Jesus Silva, Carlos Eduardo Facin Lavarda

“… In the context of Resource-based Theory (rbt), management control components such as budgeting play a crucial role in organizing and maximizing the potential of resources and capabilities. …”
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Rapid and Accurate Prediction of the Melting Point for Imidazolium-Based Ionic Liquids by Artificial Neural Network by Xinyu Liu, Jie Yin, Xinmiao Zhang, Wenxiang Qiu, Wei Jiang, Ming Zhang, Linhua Zhu, Hongping Li, Huaming Li

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Rock Mechanical Properties and Breakdown Pressure of High-Temperature and High-Pressure Reservoirs in the Southern Margin of Junggar Basin by Mingwei Kong, Zhaopeng Zhang, Chunyan Zhao, Huasheng Chen, Xinfang Ma, Yushi Zou

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When, where, and how prey pair antipredator behaviors to natural and anthropogenic mortality risks by Michael E. Egan, Abigail M. Weber, Nicole Gorman, Michael W. Eichholz, Daniel Skinner, Peter E. Schlichting, Guillaume Bastille-Rousseau

“…We used hidden Markov models to determine whether each covariate impacted the probability of transitioning between behavioral states and selection functions to determine whether deer spatially avoided each covariate. …”
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MGSurvE: A framework to optimize trap placement for genetic surveillance of mosquito populations. by Héctor M Sánchez C, David L Smith, John M Marshall

“…For these projects, monitoring will be required to detect unintended spread of gene drive mosquitoes beyond field sites, and the emergence of alternative alleles, such as drive-resistant alleles or non-functional effector genes, within intervention sites. …”
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Prokaryotic microbial compositions and physicochemical characteristics of Huangshui, a by-product of Baijiu fermentation by TANG Yanping, GAO Xiubing, NI Jie, ZHANG Fengqin

“…In this study, the similarities and differences in physicochemical properties and prokaryotic microbial structures among different sources of Huangshui were comprehensively analyzed by physicochemical detection methods and high-throughput sequencing technology. …”
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Optimised Neural Network Model for Wind Turbine DFIG Converter Fault Diagnosis by Ramesh Kumar Behara, Akshay Kumar Saha

“…VMD’s robustness stems from its ability to decompose a signal into intrinsic mode functions (IMFs) with well-defined centre frequencies and bandwidths. …”
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From Lab to Life: Self‐Powered Sweat Sensors and Their Future in Personal Health Monitoring by Nan Gao, Guodong Xu, Gang Chang, Yuxiang Wu

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Adoptive transfer of natural killer cells in therapeutic treatment of COVID-19 patients by Abdulaziz Alamri

“…Their antiviral capabilities stem from direct cytotoxic activity against infected cells and immunoregulatory functions that modulate adaptive immune responses. …”
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