RFID-Based Real-Time Salt Concentration Monitoring with Adaptive EKF by Renhai Feng, Xinyi Lin

“…This paper presents a novel RFID wireless sensing system for noninvasive solution concentration monitoring, combining physical modeling with advanced estimation algorithms. By combining the Cole–Cole model and the slit cylindrical capacitor (SCC) model, the system establishes physics-based state-space models to characterize concentration-dependent RFID signal variations. …”
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Land Titling: A Catalyst for Enhancing China Rural Laborers’ Mobility Intentions? by Shanshan Mou, Zhongkun Zhu

“…Leveraging a balanced panel dataset from the 2014 and 2016 China Labor-force Dynamic Survey (CLDS), this study employs a difference-in-differences (DID) model to evaluate the policy effects of the latest round of land titling on rural laborers’ mobility intentions. …”
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LoRa-Based IoT Recommendations for Surabaya City Drainage Channel Using Multi-Node Multi-Hop Communication by Muhammad Arya Izzulhaq, Rusminto Tjatur Widodo, Hary Oktavianto

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Performance Analysis of Battery State Prediction Based on Improved Transformer and Time Delay Second Estimation Algorithm by Bo Gao, Xiangjun Li, Fang Guo, Xiping Wang

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Research on Wafer CMP Temperature Online Detection Compensation Algorithm Based on GA-BP Improved Neural Network by Binjie Li, Kuan Shen, Zhilong Song, Binghai Lyu, Wenhong Zhao

“…We propose a backpropagation (BP) neural network temperature compensation model optimized by a dynamic adaptive genetic algorithm. …”
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Kenya’s macroeconomic policies and trade efficiency within the East African Community: A stochastic frontier analysis by Anthony Njoroge Muriu, Paul Mugambi Joshua, Moses Mutharime Mwito

“…Further, the study included corruption as a control variable and found that it significantly increases trade inefficiency. …”
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Energy technology complexes as regulators of electrical power systems by V. V. Afanasyev, V. G. Kovalev, V. A. Tarasov

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Gonorrhoea among China’s aging population: a 20-year nationwide analysis of epidemiological trends with 5-year projections by Rui-Rui Peng, Zuo-Xi Chen, Juan Wu, Mei Shi, Xin Zheng, Chun-Jie Liao, Lin Zhu, Xiang-Dong Gong, Fu-Quan Long

“…Temporal trend analysis utilized Joinpoint regression, and prediction model was developed utilizing an optimized Long Short-Term Memory model.ResultsWe found: (1) An overall declining yet fluctuating incidence rate (AAPC −5.84; 95% CI, −10.13 to −1.34) with three distinct phases; (2) A consistent predominance of cases among males across all age groups; (3) Slower decline rates in older age groups, particularly among those aged ≥80 years; and (4) A significant reduction in incidence rates during the COVID-19 pandemic. …”
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Dynamic selectout and voting-based federated learning for enhanced medical image analysis by Saeed Iqbal, Adnan N Qureshi, Musaed Alhussein, Khursheed Aurangzeb, Atif Mahmood, Saaidal Razalli Bin Azzuhri

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Nutrient-Driven Metabolic Activation and Microbial Restructuring Induced by Endophytic <i>Bacillus</i> in Blight-Affected Forest Soils by Quan Yang, Shimeng Tan, Anqi Niu, Junang Liu, Guoying Zhou

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Microbial biomass – not diversity – drives soil carbon and nitrogen mineralization in Spanish holm oak ecosystems by Elisa Bruni, Jorge Curiel Yuste, Lorenzo Menichetti, Omar Flores, Daniela Guasconi, Bertrand Guenet, Ana-Maria Hereș, Aleksi Lehtonen, Raisa Mäkipää, Marleen Pallandt, Leticia Pérez-Izquierdo, Etienne Richy, Mathieu Santonja, Boris Tupek, Stefano Manzoni

“…To understand the role of microorganisms on ecosystem functioning, we progressively incorporated microbial biomass and diversity (i.e., alpha diversity of taxa and of fungal functional groups), and selected the model that optimized prediction accuracy, while minimizing complexity.We found that microbial biomass had a strong and positive effect on both C and N mineralization rates, with heterotrophic respiration being nearly linearly controlled by biomass. …”
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Towards the sustainability of African sandalwood: Understanding the distribution and environmental requirements by Jane Gachambi Mwangi, Salisu Mohammed, Kabir Mustapha Umar, Jeremy Haggar, Truly Santika

“…We applied the Generalized Additive Models to link the plant's occurrence data to 12 environmental variables reflecting climatic, physiographic, and edaphic characteristics, while controlling for the biases that arise from publicly gathered occurrence records. …”
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Comparison and Analysis of Thermal Calculation Methods for Fan-cooled Permanent Magnet Motor by YANG Jinxia, LI Weiye, ZOU Yulin, WU Jiangquan

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Adaptive Autoencoder-Based Intrusion Detection System with Single Threshold for CAN Networks by Donghyeon Kim, Hyungchul Im, Seongsoo Lee

“…Furthermore, the designed software model was optimized for hardware implementation and validated on an FPGA under a real-time CAN communication environment. …”
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Magnetic Actuation for Wireless Capsule Endoscopy in a Large Workspace Using a Mobile-Coil System by Xiao Li, Detian Zeng, Han Xu, Qi Zhang, Bin Liao

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Continuous Action Air Combat Maneuver Decision-Making Based on T-MGMM by Junzhe Jiang, Hongming Wang, Zhixing Huang, Zhuangfeng Zhou, Xiang Wu, Wenqin Deng, Xueyun Chen

“…In autonomous air combat, tactics are inherently complex, and control inputs are continuous. Traditional reinforcement learning (RL) algorithms often rely on discretization or independent Gaussian assumptions, which fail to capture correlations between control variables, limiting the expressiveness of strategies. …”
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Numerical Analysis of the Vehicle Damping Performance of a Magnetorheological Damper with an Additional Flow Energy Path by Minje Kim, Seungin Yoo, Dongjin Yoon, Chanyoung Jin, Seongjae Won, Jinwook Lee

“…Additionally, vibration analysis of the MR damper with the optimized additional flow path diameter revealed that at 30 km/h, 37.9% acceleration control was achievable, at 60 km/h, 18.7%, and at 90 km/h, 7.73%. …”
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Ecological sensitivity analysis of the Chengdu–Chongqing urban agglomeration toward the Yangtze river economic belt in China by Meicen Chen, Ling Wang

“…It is thus recommended that priority should be given to areas of high sensitivity in the formulation of ecological protection policies and that a differentiated three-tier control system of “strict control of the core - protection of mountainous areas - optimization of transition zones” should be established to provide a scientific basis for ecological environmental protection and sustainable land use in urban agglomerations.…”
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Unsupervised Process Anomaly Detection and Identification Using the Leave-One-Variable-Out Approach by Jacob A. Farber, Ahmad Y. Al Rashdan

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A statistically predictive heat transfer rate model in a radiative magnetized hybrid nanofluid flow with dissipation over a sheet elongating exponentially: Combined RSM &amp; ANOVA by Rupa Baithalu, S.R. Mishra, Subhajit Panda

“…A statistical model is developed for the combined “Response surface methodology (RSM)” and “analysis of variance (ANOVA)” approach in predicting and optimizing the thermal performance of characterizing factors. …”
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