Few-shot bearing fault diagnosis method based on an EEMD parallel neural network and a relation network by Cunsheng Zhao, Bo Tong, Chao Zhou, Qingrong Fan

“…Bearing fault diagnosis presents challenges, such as insufficient fault samples and significant fault data distribution variation in different bearing operating conditions. …”
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A Novel Method for Preparing Uniform Micro-Sized Dry Powder Formulations, Including Aggregation-Controlled VHH by Tatsuru Moritani, Hidekazu Masaki, Ryo Yonehara, Takeru Suzuki, Hidenao Arai, Masayuki Tsuchiya, Naoto Nemoto

“…However, this process degraded VHHs or inactivated their function, and ultimately, only about 30% of the original VHHs were functional, whereas the remaining VHHs that were not degraded showed little loss of functionality, even after storage at room temperature for more than two years. Analysis of the VHHp samples revealed that the particles were uniformly spherical with a single-micron size. …”
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Estimation of Remaining Insulation Lifetime of Aged XLPE Cables with Step-Stress Method Based on Physical-Driven Model by Yingqiang Shang, Jingjiang Qu, Jingshuang Wang, Jiren Chen, Jingyue Ma, Jun Xiong, Yue Li, Zepeng Lv

“…The remaining lifetime of the cable insulation is an important but hard topic for the industry and research groups as there are more and more cables nearing their designed life in China. …”
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An Improved Method for Estimating Blue Carbon Storage in Coastal Salt Marsh Wetlands: Considering the Heterogeneity of Soil Thickness by Lina Ke, Changkun Yin, Nan Lei, Shilin Zhang, Yao Lu, Guangshuai Zhang, Daqi Liu, Quanming Wang

“…This study proposes an improved method for estimating blue carbon storage in coastal salt marsh wetlands, considering soil thickness, by utilizing an enhanced Soil Land Inference Model (SoLIM) to estimate soil thickness in coastal wetlands with a restricted number of sample points. …”
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Developing a Small-Scale Experimental Method for Evaluating the Effectiveness of Soil Improvement Using Prefabricated Vertical Drains by Merley Misriani, Abdul Hakam, Joleha Joleha, Elianora Elianora, Eka Pebrilista Putri, Dodi Kifrah Hasian

“…Despite advancements in soil improvement techniques, faster and more efficient methods for accelerating soil consolidation remain crucial for achieving structural stability in a reasonable timeframe. …”
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Revising the Original Antonovsky Sense of Coherence Concepts: A Mixed Method Development of the Sense of Meaning Inventory (SOMI) by Denise M. Saint Arnault, Zeynep Zonp

“…This scale may be more amenable for international research and theory testing in GBV and other health conditions.…”
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An interpretable fault diagnosis method for aeroengine bearings based on belief rule based with a dynamic power set by Jinyuan Li, Wei He, Hailong Zhu

“…The decision-making process of these models is more complex and lacks interpretability, which results in insufficient credibility of the results. …”
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Thermoluminescence Properties of Novel Self-Agglomerating CaSO4:Eu Phosphors Obtained by an Environmentally Friendly Method by A. R. García-Haro, R. Bernal, C. Cruz-Vázquez, G. Kitis, V. M. Castaño

“…No binding material is needed to form solid CaSO4:Eu samples. Samples exposed to beta particle irradiation exhibit a TL maximum at 473.15 K when a 5 K/s heating rate is used, they are two times more sensitive than the TLD-100 commercial dosimeter, and their lower detection limit was determined to be less than 0.69 mGy. …”
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Effect of Ion Magnetron Sputtering Method on Scanning Electron Microscopy (SEM)Images of Materials with Different Surface Properties by ZHANG Jie, ZOU Junwen, LIU Xueguang, LI Xiaoying

“…In order to investigate the effect of ion magnetron sputtering parameters on the scanning electron microscopy (SEM) images of nonconductive materials with different surface properties， the advantages and limitations of various ion magnetron sputtering conditions， including target material， sputtering time and sputtering cycles were studied， along with their applicable ranges.Results showed that the gold target exhibited good continuity with large grain nucleation of gold.Due to its high sputtering energy， it easily caused thermal loss on the sample surface， and the gold grains adhered to the surface.Therefore， gold targets were found to be suitable for low -magnification SEM imaging(<10 000) and materials with a certain surface hardness.In contrast， the platinum target showed poor continuity with small platinum grain nucleation and lower sputtering energy.It was more likely to embed into the sample surface， forming a morphological framework， making it suitable for high-magnification SEM imaging (>30 000) and most non-conductive materials.Using a method of fewer， multiple ion magnetron sputtering cycles， reducing the sputtering cycles appropriately not only weakened the effect of the gold film on the material’s morphology and structure but also helped conserve resources and protect the environment.This result provides experimental guidance for researchers to scientifically and accurately analyze SEM images of samples.…”
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Evaluation of coronary perfusion pressure and diastolic blood pressure calculation methods in a swine model of pediatric cardiopulmonary resuscitation by Jeremy C. Zuckerberg, Tiffany Ko, M. Katie Weeks, Nicholas J. Widmann, Martha F. Kienzle, Hunter A. Gaudio, Luiz Eduardo V. Silva, Ron W. Reeder, Robert M. Sutton, Robert A. Berg, Todd J. Kilbaugh, Ryan W. Morgan

“…Methods: Four calculation methods, differentiated by sampling technique, were retrospectively applied to pressure waveforms from piglet CPR: late diastole (CoPP65, DBP65), mid-diastole (CoPP50, DBP50), diastolic minimum (CoPPmin, DBPmin), and diastolic mean (CoPPmean, DBPmean). …”
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The Importance of the Solids Loading on Confirming the Dielectric Nanosize Dependence of BaTiO3 Powders by Slurry Method by Wei Zhou, Yi Mei Nie, Shu Jing Li, Hai Yan Liang

“…The dielectric nanosize dependence of BaTiO3 powders was investigated by the slurry method, where two series of BaTiO3 slurries with 10 vol% and 30 vol% solids loadings were prepared as model samples. …”
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A study on method for bearing residual life prediction based on optimized Bray-Curtis dissimilarity and PSO algorithms by LI Quanfu, JIA Chen, SONG Dongli, XU Xiao

“…From this perspective, the study of the method for bearing residual life prediction is of great significance. …”
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Delay Prediction Through Multi-Channel Traffic and Weather Scene Image: A Deep Learning-Based Method by Ligang Yuan, Linghua Kong, Haiyan Chen

“…This model first uses a convolutional neural network to extract deep spatial features from the scene images and then classifies each sample into a delay level. Using real operational data from Guangzhou Baiyun Airport, this paper shows that ADLCNN achieves significantly higher prediction accuracy compared to traditional machine learning methods. …”
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The ensemble transform Schmidt–Kalman filter: A novel method to compensate for observation uncertainty due to unresolved scales by Zackary Bell, Sarah L. Dance, Joanne A. Waller

“…In this simple system, our novel method performs similarly to another method of compensating for uncertainty due to unresolved scales. …”
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Simulation Analysis on Water’s Micro Seepage Laws under Different Pressure Gradients Using Computed Tomography Method by Gang Zhou, Lei Qiu, Wenzheng Zhang, Jiao Xue

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IMPLEMENTATION OF CROSS-VALIDATION ON HANG SENG INDEX FORECASTING USING HOLT’S EXPONENTIAL SMOOTHING AND AUTO-ARIMA METHOD by Christy Sheldy Sucipto, Winita Sulandari, Yuliana Susanti

“…Therefore, auto ARIMA is more recommended for forecasting HSI values up to five steps ahead than Holt's method.…”
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Application and evaluation of a rapid detection method based on two-dimensional PCR technology for hypervirulent Klebsiella pneumoniae by Wenwen Zhu, Yiting Wang, Xin Jiang, Yan Zhao

“…Clinical samples (n = 105) were collected and evaluated the performance of the 2D-PCR to comparison with conventional PCR methods.ResultsThe minimum detection limit of the 2D-PCR assay for iucA, peg-344, rmpA2, and rmpA were 103, 102, 103, and 103 copies/μL, respectively. …”
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Food Authentication Goes Green: Method Optimization for Origin Discrimination of Apples Using Apple Juice and ICP-MS by Marie-Sophie Müller, Marie Oest, Sandra Scheffler, Anna Lena Horns, Nele Paasch, René Bachmann, Markus Fischer

“…The CO₂ emission was lowered by around 97%. The optimized method was applied to 272 apple juice samples from seven countries to create models for origin determination. …”
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Synthesis of Atenolol-Imprinted Polymers with Methyl Methacrylate as Functional Monomer in Propanol Using Bulk and Precipitation Polymerization Method by Aliya Nur Hasanah, Traju Ningtias Dwi Utari, Rimadani Pratiwi

“…Therefore, it is important to analyze atenolol levels in blood selectively. The preparation method that can be used in separating atenolol in sample is molecular imprinting solid-phase extraction (MI-SPE) because it has good selectivity and sensitivity. …”
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Exploring the extraction capabilities of natural cyclodextrin-nanosponges: The improvement moving from α- to γ-cyclodextrin-based polymers by Nina Felli, Davide Filardi, Riccardo Sergi, Luisa Maria Migneco, Massimo Giuseppe De Cesaris, Lorenzo Antonelli, Iolanda Francolini, Alessandra Gentili

“…The synthesized material is easy to produce, and the developed procedure enables the analysis of 10 samples/h, opening the door to new applications in sample preparation. …”
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