Research on Locomotive Automatic Transport System for Steel Mills by LIU Guangyong, HU Chunhui, LIU Jianshu, TANG Tao, HUANG Sheng

“…This solution is designed with a focus on the railway transport requirements of automation, intelligence and flexible manpower line, taking into account specific operational scenarios in steel mills and the principles of train control systems in rail transit. Key technical aspects, such as control modes and obstacle perception, are discussed in further detail. …”
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Aircraft Multi-stage Altitude Prediction Under Satellite Signal Loss by Mengchan HUANG, Qiang MIAO

“…This metric considered overestimation and underestimation scenarios compared to ground truth, setting error upper and lower bounds to penalize data points exceeding error tolerance limits. …”
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Robust confinement state classification with uncertainty quantification through ensembled data-driven methods by Yoeri Poels, Cristina Venturini, Alessandro Pau, Olivier Sauter, Vlado Menkovski, the TCV Team, the WPTE Team

“…We evaluate our method quantitatively using Cohen’s kappa coefficient for predictive performance and the expected calibration error for the uncertainty calibration. Furthermore, we discuss performance using a variety of common and alternative scenarios, the performance of individual components, out-of-distribution performance, cases of broken or missing signals, and evaluate conditionally-averaged behavior around different state transitions. …”
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Modeling the hydraulic roughness of a movable flatbed in a sand channel while considering the effects of water temperature by Junzheng Liu, Jinliang Zhang, Zhe Huang, Haijue Xu, Yuchuan Bai, Gang Wang

“…The error metric showed that the new predictor provided the highest accuracy, with ∼88.5% of the 826 data points falling within the ±30% error band. …”
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Compositional Mining of Multiple Object API Protocols through State Abstraction by Ziying Dai, Xiaoguang Mao, Yan Lei, Yuhua Qi, Rui Wang, Bin Gu

“…Despite their usefulness, API protocols are often unavailable in practice because writing them is cumbersome and error prone. Multiple object API protocols are more expressive than single object API protocols. …”
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An integrated approach to image quality: comparative analysis of bilinear and nearest neighbor interpolation by Wusat Ullah, Seher Ilyas, Hamza Naveed, Saalam Ali

“…Pixel transitions are critical in image processing, largely depending on interpolation methods to ensure smoothness and clarity. …”
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Subway Sudden Passenger Flow Prediction Method Based on Two Factors: Case Study of the Dongsishitiao Station in Beijing by Chengguang Xie, Xiaofeng Li, Bingfa Chen, Feng Lin, Yushun Lin, Hainan Huang

“…The optimized WNN results proved better than the conventional WNN, and the error of models based on two factors was significantly smaller than the models with a single-factor.…”
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A Simulation of the Densification Process of NdFeB Bulks by a Modified Drucker–Prager Cap Model by Tao Song, Wenbin Jin, Fang Cheng, Bo Sun, Wenbin Qiu, Nan Liu, Hongliang Ge, Rui Wang, Huayun Mao

“…As the sintering temperature increased, longitudinal compressive stress at the edge of the cross-section transitioned into tensile stress. These results indicate that the developed simulation framework effectively identifies crack-prone areas, enabling data-driven optimization to reduce experimental trial-and-error costs in engineering applications.…”
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Pressure Characteristics Analysis of the Deflector Jet Pilot Stage Under Dynamic Skewed Velocity Distribution by Zhilin Cheng, Wenjun Yang, Liangcai Zeng, Lin Wu

“…As the deflector shifts, the secondary jet velocity distribution transitions from a symmetric to an asymmetric dynamic profile, altering the pressure within the receiving chambers. …”
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A condition diagnosis method for subway track structures employing distributed optical fiber sensing by Hong Han, Xiaopei Cai, Liang Gao

“…Abstract With the rapid development of urban rail transit, subway track structures have an increasingly serious risk of damage under high-load operations. …”
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Simulation analysis of residual stresses in cutting of spiral bevel gear tooth surfaces by the forming method by DAI Pengju, ZHANG Fengshou, MENG Qinghui

“…Variations in the cutting depth demonstrates the minimal influence on the residual stress. The maximum relative error between predicted and test values of the tooth surface residual stress is 6.17%, validating the feasibility of simulation-based residual stress prediction in cutting processes.…”
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Extended Back-EMF Based Industrial Sensorless Drive System for PMSMs by Burak Gördük, Murat Yilmaz

“…The developed drive system is capable to operate down to 200 rpm and maintain stability under load disturbances, compensating the 10% speed error during nominal load transitions in one second. …”
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Simulation Research on Position Sensorless Control and High-speed Restart of Permanent Magnet Synchronous Motor by CHEN Zhibo, GAO Jian, MEI Wenqing, SHANG Jing, HUANG Shoudao

“…Due to the unknown initial position of rotor and the observation error in this condition, improper control may cause current inrush or overcurrent fault. …”
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Application of nine point logic control and predictive pid control algorithms in smart grid decision-making by Zhixin Ou

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The vascular flora of the Apuan Alps (Tuscany, Central Italy) by Brunello Pierini, Lorenzo Peruzzi

“…Moreover, we considered 10 taxa as locally extinct, 44 as doubtfully occurring, and 14 as reported by error. Life forms suggest a transitional situation between a Mediterranean bioclimatic context and a more distinctly subcontinental one. …”
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Improvements to Visual Design on the Online News Portal ABC.com by Employing Usability and Eye Tracking Methods by Rahmat Budi Soedirdjo, Argo Hadi Kusumo, Markus Hartono

“…Key usability aspects, such as content accessibility, error prevention, and visual appeal, are analyzed to improve the website’s layout. …”
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Evaluation of Four Semi‐Mechanistic Models for Predicting Glycemic Control With a Glucagon Receptor Antagonist in People With Type 2 Diabetes by Austin Yue Feng Tan, Karen Schneck, Parag Garhyan, Eric Chun Yong Chan, Lai San Tham

“…Metrics for predictive performance included: (a) mean change from baseline HbA1c (ΔHbA1c) at Week 24 between observed and simulated values; (b) mean prediction error (MPE) for bias; and (c) root mean squared error (RMSE) for precision. …”
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Robust JND-Guided Video Watermarking via Adaptive Block Selection and Temporal Redundancy by Antonio Cedillo-Hernandez, Lydia Velazquez-Garcia, Manuel Cedillo-Hernandez, Ismael Dominguez-Jimenez, David Conchouso-Gonzalez

“…To enhance resilience, each bit is redundantly inserted across multiple keyframes selected based on scene transitions. Extensive simulations over 21 benchmark videos (CIF, 4CIF, HD) validate that the method achieves superior performance in robustness and perceptual quality, with an average Bit Error Rate (BER) of 1.03%, PSNR of 50.1 dB, SSIM of 0.996, and VMAF of 97.3 under compression, noise, cropping, and temporal desynchronization. …”
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Vibroacoustic Response of a Disc-Type Underwater Glider During Its Entry into Water by Zhaocheng Sun, Yanting Yu, Dong Li, Chuanlin He, Yue Zhang

“…As the submerged depth increases, this causes a shift in the resonance frequencies, evidenced by the curves transitioning from higher to lower frequencies.…”
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Development and Application of Automated Assembly Testing Production Line for EMU Air Springs by HOU Jintao, DI Jiancai, LIU Xiaofeng, YAO Wei

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