Research on Missing Data Estimation Method for UPFC Submodules Based on Bayesian Multiple Imputation and Support Vector Machines by Xiaoming Yu, Jun Wang, Ke Zhang, Zhijun Chen, Ming Tong, Sibo Sun, Jiapeng Shen, Li Zhang, Chuyang Wang

“…Experimental validation focusing on capacitor voltage, current, and temperature parameters of UPFC submodules under a 50% missing data scenario demonstrates that the proposed method achieves an 18.7% average error reduction and approximately 30% computational efficiency improvement compared to single imputation and traditional multiple imputation approaches, significantly outperforming neural network models. …”
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Retracted: Research on GNSS-Assisted Low-Cost INS Combined Navigation Moving Base Initial Alignment Technique by Mengbo Sun, Jian Huang, Pengcheng Hu, Xiaohui Song, Zhu Li

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Research on collaborative filtering algorithm based on improved K-means algorithm for user attribute rating and co-rating by ShengShai Zhang, Shiping Chen, Xiaodong Yu, Shaowei Mei

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Research for the Positioning Optimization for Portable Field Terrain Mapping Equipment Based on the Adaptive Unscented Kalman Filter Algorithm by Jiaxing Xie, Zhenbang Yu, Gaotian Liang, Xianbing Fu, Peng Gao, Huili Yin, Daozong Sun, Weixing Wang, Yueju Xue, Jiyuan Shen, Jun Li

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Research on Thermodynamic Properties of the CO₂ Medium During Phase Transition Excited by Energetic Agent by SHEN Zhiqiang, XIA Jun, ZHANG Fanzhen, YANG Lijun

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Research on high-precision localization method for transport robots in industrial environments based on Improved AMCL and QR code assistance by Siyu Chen, Tingping Feng, Xiangwen Luo, Junmin Li, Yang Luo, Yangxin Teng, Yao Peng, Simon X. Yang

“…The results show that the positioning error of the scheme in the x direction of the workstation point is ± 0.068 m, the positioning error in the y direction is ± 0.069 m, and the heading angle error is ± 0.107 rad. …”
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Research on Automated On-Site Construction of Timber Structures: Mobile Construction Platform Guided by Real-Time Visual Positioning System by Kang Bi, Xinyu Shi, Da Wan, Haining Zhou, Wenxuan Zhao, Chengpeng Sun, Peng Du, Hiroatsu Fukuda

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Research on the Reconstruction of the Temperature Field in Two-Dimensional Steady-State Thermal Conductivity Based on Physics-Informed Neural Networks by Yufan Pan, Ke Zhang, Ji Zhang, Ning Mei

“…Within a temperature range of 10 °C to 40 °C, the method consistently achieves an average relative error of less than 10% and maintains an absolute error within 1 °C across the computational domain. …”
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Research on BPNN-MDSG Hybrid Modeling Method for Full-Cycle Simulation of Surge in Altitude Test Facility Compressor System by Yang Su, Xuejiang Chen, Xin Wang

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Research on prediction of surrounding rock deformation and optimization of construction parameters of high ground stress tunnel based on WOA-LSTM by Jianquan Yao, Jiajia Nie, Chaofeng Li

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Advancing methods for comparative urban research: A city-centric protocol and longitudinal dataset for US metropolitan statistical areas. by Jason R Jurjevich, Katie Meehan, Nicholas M J W Chun, Greg Schrock

“…In this article, we introduce a new spatial dataset, decision criteria, and methodological protocol for longitudinal and comparative research with US metropolitan statistical areas (MSAs)-known as 'metros'-in a way that centers a 'city-centric' approach to comparison while significantly reducing spatial error and bias. …”
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Research on data completion and generation of downhole drilling tool attitude based on Long Short-Term Memory neural networks by Qiwei Liu, Fanmin Kong, Xiaolong Chen, Kang Li

“…Attitude data loss often occurs due to sensor malfunctions, communication errors, and harsh drilling environments, posing risks to accurate geological modeling and decision-making. …”
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The Need for a Sub‐L1 Space Weather Research Mission: Current Knowledge Gaps on Coronal Mass Ejections by Noé Lugaz, Nada Al‐Haddad, Bin Zhuang, Christian Möstl, Emma E. Davies, Charles J. Farrugia, Sahanaj Aktar Banu, Eva Weiler, Antoinette B. Galvin

“…Next, we show that measurements with angular separations of ≲0.35° have negligible errors but separations of a few degrees can result in significant errors in lead time and in the forecasted magnetic field strength of CMEs. …”
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Research on Vibration Fatigue Damage Locations of Offshore Oil and Gas Pipelines Based on the GA-Improved BP Neural Network by Yaoguo Xie, Chengang Gao, Puzhe Wang, Lei Zhou, Chuanjie Zhang, Xianqiang Qu

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Research on Feedforward-Feedback Composite Anti-Disturbance Control of Electro-Hydraulic Proportional System Based on Dead Zone Compensation by Jianbo Dai, Haozhi Xu, Lei Si, Dong Wei, Jinheng Gu, Hang Chen

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Research and validation of forest carbon sequestration measurement model based on biomass method-A case study of Guizhou Province. by Zhang Min, Wu Yang, Qiu Yan, Yan Jun, Li Chunling, Ran Wen Rui

“…Compared with the existing forestry carbon sequestration project evaluation, the results showed that the average relative error of the model was 6. 09%, and the absolute error range was 0. 348-4. 262/hm2, and the model effect was good. …”
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A hybrid integration framework based on LOOCV and SARIMA: relationship exploring and predictive analysis between discipline attention and literature research by Yulin Zhao, Junke Li, Kai Liu, Chaowang Shang

“…Finally, the prediction errors of different methods were compared. Based on the RAPA framework, the correlation analysis found that the r-values of subject attention and literature researches were all greater than 0.75, indicating a positive correlation between them. …”
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Research on fast calculation method of temperature field of metal structure near reactors considering the effect of multiple harmonic superposition by Shuo Jin, Yuchen Yang, Lin Zhu, Guozhi Zhang, Song Bai, Xiaoxing Zhang, Qing Chen

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Research of SiC MOSFET junction temperature monitoring technology based on gate voltage delayed turn-off method by ZHOU Wei, WANG Yongzhi, WEI Xiaohui, GUO Weili, HE Yong

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Research on the navigation method of high speed differential rotation guided ammunition with ballistic assistance prediction under GNSS denial by Ning Liu, Kejun Hu, Bin Hu, Haorui Li, Kai Shen, Wenhao Qi, Junfang Fan, Zhong Su

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