A Neural Network-Based Structural Parameter Assessment Method for Prefabricated Concrete Pavement by Yongsheng Tang, Yunzhen Lin, Tao Yu

“…The simulation results verify an excellent accuracy of the proposed method as the difference between the predicted value and the true value is smaller than 1%. …”
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Reconstruction and Separation Method of Ranging and Communication Phase in Beat-Note for Micro-Radian Phasemeter by Tao Yu, Hongyu Long, Ke Xue, Mingzhong Pan, Zhi Wang, Yunqing Liu

“…The interference of two laser beams with a MHz-level frequency difference produces a MHz beat-note, in which the gravitational wave signal is encoded in the phase of the beat-note. …”
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Comparative Study of Water Rights Trade Price in Various Countrieswith Different Systems: A Case Study of Zhanjiang City by YE Changxin, SU Chunsheng, FANG Chunyan, CHEN Xiaohong

“…Taking ZhanjiangCity as an example, this paper studies the differences in the price of water rights between twodifferent countries——China and the United States by the method of full-cost pricing, analyzesthe adaptability of water rights trade on these two countries in terms of the pricing mechanism ofwater rights trade, and construction, supervision and management mechanism of water rights trademarket, and finally puts forward some suggestions for promoting the further development of waterrights trade in China.…”
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An improved method for whole-mount in situ hybridization in regenerating tails of Xenopus laevis tadpoles by A. D. Shitikov, E. A. Parshina, A. G. Zaraisky, A. G. Zaraisky, M. B. Tereshina, M. B. Tereshina

“…Whole-mount in situ hybridization (WISH) is a widely used method that supports the concept of “seeing is believing” by enabling the visualization of gene expression patterns in whole-mount multicellular samples or sections. …”
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Field Study of UAV Variable-Rate Spraying Method for Orchards Based on Canopy Volume by Pengchao Chen, Haoran Ma, Zongyin Cui, Zhihong Li, Jiapei Wu, Jianhong Liao, Hanbing Liu, Ying Wang, Yubin Lan

“…However, traditional spraying methods struggle to address the precision application need caused by the canopy differences of fruit trees in orchards. …”
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Sex differences in the association between Life’s Essential 8 and serum anti-aging Klotho protein levels: a cross-sectional analysis in middle-aged to older adults by Jing Zeng, Tingting Zhang, Yan Yang, Jinjing Wang, Xiaojing Fan, Qiaomin Wang, Xuan Wang, Haoxian Tang, Haoxian Tang, Yi Fang

“…BackgroundThis study explores the association between cardiovascular health metrics (Life’s Essential 8, LE8) and serum anti-aging Klotho protein levels among American adults aged 40–79, with a focus on sex-specific differences.MethodsUtilizing data from the 2007–2016 National Health and Nutrition Examination Survey (NHANES), we applied weighted multivariable regression analyses, restricted cubic spline (RCS) modeling, and subgroup analyses to investigate the association between Life’s Essential 8 (LE8) scores—including Health Behaviors and Health Factors scores—and serum Klotho concentrations, with a focus on gender differences.ResultsOur study encompassed 9,534 participants, including 4,946 females and 4,588 males. …”
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Comparative Study of Dual-Stator Permanent Magnet Machines with Different PM Arrangements and Rotor Topologies for Aviation Electric Propulsion by Minchen Zhu, Lijian Wu, Dongliang Liu, Yiming Shen, Rongdeng Li, Hui Wen

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Aegle marmelos Mediated Green Synthesis of Different Nanostructured Metal Hexacyanoferrates: Activity against Photodegradation of Harmful Organic Dyes by Vidhisha Jassal, Uma Shanker, B. S. Kaith

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Data-driven vertiport siting: A comparative analysis of clustering methods for Urban Air Mobility by Tao Guo, Hao Wu, Shahriar Iqbal Zame, Constantinos Antoniou

“…The inferiority of DBSCAN, OBUAM and MS scenarios reveals that neither concentrating vertiports excessively in urban centers nor distributing them too evenly across the region optimizes transport efficiency. All clustering-based methods offer a practical, data-driven alternative that does not rely on domain expertise or excessive computational resources, making them easily adaptable for real-world UAM planning. …”
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Respiratory extracellular vesicle isolation optimization through proteomic profiling of equine samples and identification of candidates for cell-of-origin studies. by Elise Hickman, Victoria Carberry, Celeste Carberry, Bethanie Cooper, Angie L Mordant, Allie Mills, Marina Sokolsky, Laura E Herring, Neil E Alexis, Meghan E Rebuli, Ilona Jaspers, Katie Sheats, Julia E Rager

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EEG-based neurodegenerative disease diagnosis: comparative analysis of conventional methods and deep learning models by B. R. Nayana, M. N. Pavithra, S. Chaitra, T. N. Bhuvana Mohini, Thompson Stephan, Vijay Mohan, Neha Agarwal

“…The investigations are performed on three different benchmark datasets. Across three datasets, the class labels include cognitively normal, frontotemporal dementia, mild cognitive impairment, and Alzheimer’s. …”
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Influence of Drying Methods on the Post-Harvest Quality of Coffee: Effects on Physicochemical, Sensory, and Microbiological Composition by Danilo José Machado de Abreu, Mário Sérgio Lorenço, Gilson Gustavo Lucinda Machado, Joana Moratto Silva, Estela Corrêa de Azevedo, Elisângela Elena Nunes Carvalho

“…This study evaluated the impact of different drying methods on the physicochemical, microbiological, and sensory qualities of coffees produced in the Campos das Vertentes (CV) and Alta Mogiana (AM) regions of Brazil. …”
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The Electrocardiogram and New Methods for Measuring Electrical Synchrony in Cardiac Resynchronization Therapy and Conduction System Stimulation by Felipe Ortega Daniel, Analía Paolucci, Emilio Logarzo

“…The different forms of stimulation have been accompanied throughout their evolution by various methods of assessing electrical synchrony, the most widely used being the 12-lead electrocardiogram. …”
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Reactivity of O-Drug Bond in some Suggested Voltarine Carriers: Semiempirical and ab Initio Methods by Rehab M. Kubba, mustafa mohammed Kadhim

“…Different groups of drugs as a carrier for diclofenac prodrugs (in a vacuum) have been used; at their optimized geometries. …”
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Efficiency Analysis of Artificial Intelligence and Conventional Maximum Power Point Tracking Methods in Photovoltaic Systems by Süleyman Emre Eyimaya

“…This study investigates the performance of different maximum power point tracking (MPPT) methods in a photovoltaic (PV) energy system, focusing on Artificial Neural Networks (ANNs), reinforcement learning (RL), and conventional MPPT approaches. …”
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A comparative analysis of five land surface temperature downscaling methods in plateau mountainous areas by Ju Wang, Ju Wang, Ju Wang, Bo-Hui Tang, Bo-Hui Tang, Bo-Hui Tang, Bo-Hui Tang, Xinming Zhu, Xinming Zhu, Xinming Zhu, Dong Fan, Dong Fan, Dong Fan, Menghua Li, Menghua Li, Menghua Li, Junyi Chen, Junyi Chen, Junyi Chen

“…Three machine learning models, including Back Propagation (BP) Neural Network, random forest (RF), and extreme gradient boosting (XGBoost), and two classic single-factor linear regression models (DisTrad and TsHARP) were compared. Particle Swarm Optimization (PSO) was introduced to optimize hyperparameters of three machine learning methods. …”
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A Decomposition-Integration Framework of Carbon Price Forecasting Based on Econometrics and Machine Learning Methods by Zhehao Huang, Benhuan Nie, Yuqiao Lan, Changhong Zhang

“…By optimizing the GRU model with the grey wolf optimizer (GWO) algorithm, the framework enhances both prediction stability and adaptability, while the nonlinear integration approach effectively mitigates error accumulation. …”
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An Experimental Study on Repairing of Reinforced Concrete Beams Having Damaged Longitudinal Bars by Mouad Ben Saoud, Mohamed Orafi, Abdullah Gundogay, Sila Yaman, Volkan Eren, Hamide Tekeli Kabas

“…The objective of this study was to systematically evaluate the effects of different repair methods to determine optimal strategies for enhancing the load-carrying capacity of damaged reinforced concrete beams. …”
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Noise Analysis and Suppression Methods for the Front-End Readout Circuit of a Microelectromechanical Systems Gyroscope by Chunhua He, Yingyu Xu, Xiaoman Wang, Heng Wu, Lianglun Cheng, Guizhen Yan, Qinwen Huang

“…This study presents an optimized front-end readout circuit and noise suppression methods. …”
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Digital twin data: methods and key technologies [version 2; peer review: 4 approved] by Ang Liu, Meng Zhang, Lihui Wang, Fei Tao, Biqing Huang, A. Y. C. Nee, Nabil Anwer

“…As a promising technology to converge the traditional industry with the digital economy, digital twin (DT) is being investigated by researchers and practitioners across many different fields. The importance of data to DT cannot be overstated. …”
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