Research on subway settlement prediction based on the WTD-PSR combination and GSM-SVR model by Miren Rong, Chao Feng, Yinping Pang, Hailong Wang, Ying Yuan, Wensong Zhang, Lanxin Luo

“…By comparing the prediction accuracy of the seven models, the results show that the Grid Search Method optimized SVR model performs the best in the light of prediction accuracy, with a Mean Absolute Percentage Error (MAPE) of 2.96%, a Mean Absolute Error (MAE) of 0.028 mm, a Root Mean Square Error (RMSE) of 0.032 mm, and a coefficient of determination (R2) of 0.995. …”
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Assessment of noise pollution in region 16 of Tehran by Fatema Rahimi, Abolghasem Sadeghi Niaraki, Mostafa Ghodousi

“…Results and discussion: The percentage error between predicted and measured values is very negligible and thus the proposed model can be used to evaluate the pollution of other highways. …”
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Autonomous Maneuvering Decision-Making Algorithm for Unmanned Aerial Vehicles Based on Node Clustering and Deep Deterministic Policy Gradient by Xianyong Jing, Fuzhong Cong, Jichuan Huang, Chunyan Tian, Zikang Su

“…In the NC method, the node membership degree is defined according to the specific characteristics of the maneuvering decision-making problem, and error handling strategies are designed to reduce the number of transitions in the replay database effectively, ensuring that the most typical transitions are retained. …”
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Seasonal impact of particulate matter exposure on urinary health of mine workers in iron ore mining environment by Vibhanshu Vaibhav Singh, Aron Rodrick Lakra, Sneha Gautam

“…Advanced regression and correlation analyses revealed strong associations between urine markers and PM exposure, with exceptionally high R² values across departments: 0.984 for excavation, 1.000 for crushing, 0.969 for downhill, 0.963 for screening, and 0.992 for loading, indicating a precise relationship. Low mean squared error (MSE) and root mean squared error (RMSE) values further underscored the model's predictive accuracy. …”
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Entropy-Driven Adaptive Neighborhood Selection and Fitting for Sub-Millimeter Defect Detection and Quantitative Evaluation in Magnetic Tiles by Jiaxiong Huang, Qinyuan Huang, Wengziyang Jiang, Fei Sun

“…Even when the point cloud density decreases to 40%, the mean estimation error and root-mean-square error remain within 3°. …”
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LogiTide2DEM: A method for reconstructing intertidal topography in complex tidal flats using logistic regression with multi-temporal Sentinel-2 and Landsat imagery by Yi-Chin Chen, Su-Fen Wang

“…Intertidal zones are transitional areas between marine and terrestrial systems and are significant for ecological systems, socio-economic activities, and coastal erosion mitigation. …”
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Continuously Variable Geometry Quadrotor: Robust Control via PSO-Optimized Sliding Mode Control by Foad Hamzeh, Siavash Fathollahi Dehkordi, Alireza Naeimifard, Afshin Abyaz

“…Notably, the PSO-tuned SMC controller reduces tracking error by 30% (0.07 m vs. 0.10 m for PID) and achieves a 40% faster settling time during structural transitions. …”
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Spatial Prediction of Soil Total Phosphorus in a Karst Area: Comparing GWR and Residual-Centered Kriging by Laimou Lu, Penghui Li, Liang Zhong, Mingbao Luo, Liyuan Xing, Chunlai Zhang

“…The GWRK model exhibited superior accuracy (80.6%), with predicted concentration of TP closely aligning with observed TP values, effectively capturing fine spatial variations, and showing the lowest mean standardized error, average standard error, and mean absolute error. …”
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Statistical damage constitutive model of soft rock based on Improved Hoek-Brown strength criterion by Zhenhua Wang, Zecheng Wang, Xin Chen, Gang Wang, Dongwei Li

“…Through triaxial shear tests on soft rock at various confining pressures, we observed the failure characteristics transitioning from strain softening to strain hardening as confining pressure increases. …”
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« Et l’animation… bordel ! » : Collectifs de travail et constitution progressive d’un monde professionnel de l’animation en France dans les années 1970 by Marie Pruvost-Delaspre

“…By 1973, when the SNTPCT (Syndicat National des Techniciens et des Professionnels du Cinéma et de la Télévision) incorporated a newly-created animation section into the union, the French animation sector was still extremely fragmented and under-structured, in spite of the efforts made by various parties to ensure its cultural, institutional and economic existence. The transitional period then underway seems to be as much about rethinking the economic model as it is about the gradual, trial-and-error constitution of a professional world with its own tensions, issues and logics. …”
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Prediction and Analysis of USD /JPY Exchange Rate Based on BP Neural Network by Hu Xiuning, Liu Yehua, Ye Yitong

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NEW WAVEGUIDE METHOD FOR DIELECTRIC PARAMETER MEASUREMENT by Andrey D. Grigoriev

“…The testing results show that new method’s error does not exceed 0.2 % for relative permittivity and 1% for dielectric loss tangent.…”
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Bearing Remaining Useful Life Prediction Based on AdCNN and CWGAN under Few Samples by Junfeng Man, Minglei Zheng, Yi Liu, Yiping Shen, Qianqian Li

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Maritime autonomous surface ships (MASS) in Gulf of Suez: safety of navigation precautionary measures by Amr Samir Nossir, Samy Isamil A. M. Youssef, Mohamed Essallamy

“…Maritime Autonomous Surface Ships (MASS) improvements may help eliminate human error and greatly increase overall safety, but they are also likely to pose new threats, particularly given the marine industry's growing interest in MASS. …”
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A Self-Balancing Robot With Redundant Actuators for Obstacle Avoidance by Ariel Hess, Oded Medina

“…To ensure robust stability throughout these transitions, an adaptive PID control strategy is implemented, facilitating real-time gain adjustment based on the robot’s dynamic physical state. …”
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Adaptive speed control of BLDC motors for enhanced electric vehicle performance using fuzzy logic by R. Shenbagalakshmi, Shailendra Kumar Mittal, J. Subramaniyan, V. Vengatesan, D. Manikandan, Krishnaraj Ramaswamy

“…The results show that FLC produces smooth speed transitions, no overshoot, and zero steady-state error with a settling time of only 0.05s, as in contrast to 0.1s for the PID controller. …”
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Novel approximations to the fourth-order fractional Cahn–Hillard equations: Application to the Tantawy Technique and other two techniques with Yang transform by Samir A El-Tantawy, Amnah S Al-Johani, Aljawhara H Almuqrin, Adnan Khan, Lamiaa S El-Sherif

“…Implementing the suggested methodologies indicates that as the value of the fractional parameter transitions from fractional to integer order, the result approaches the exact solution for the integer case. …”
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Least square algorithm for correcting high voltage arc edge discharge parameters by Zhixin Ou

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The Development of an Electron Pulse Dilation Photomultiplier Tube Diagnostic Instrument by Wenyong Fu, Chenman Hu, Ping Chen, Rongyan Zhou, Ling Li

“…We report the measurements with the PD-PMT, and the error source of the amplitude of the compressed signal is analyzed, which provides a reference for subsequent accurate construction.…”
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Research on Automatic Train Operation System Based on Fuzzy Adaptive PID Algorithm by ZHOU Ruilin, LEI Chengjian, LIU Ze, SU Huiliang

“…Based on the data from Changsha Rail Transit Line 4, the semi-physical simulation results show that the proposed algorithm resulted in the average root-mean-square error (RMSE) of 18.876 cm/s between the actual train speed and the recommended speed, which is less than the 35.200 cm/s of the traditional PID controller and the value of fitting degree is 1.69 m/s between travel speed and the recommended speed, which is less than the 2.25 m/s of the traditional PID controller, suggesting that the proposed algorithm offers a more effective solution for tracking the recommended speed curves and improving system operation efficiency.…”
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