Improving the Accuracy of Flood Damage Assessments to Residential Structures via the Use of Experimental Data by Anna Katya Opel, Elizabeth Chisolm Matthews

“…., large groups of buildings), a significant analysis error is revealed with small‐scale (i.e., individual, or small groups of buildings) investigation. …”
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Penetrating Barriers: Microwave-Based Remote Sensing and Reconstruction of Audio Signals Through Walls by Kobi Aflalo, Zeev Zalevsky

“…A series of denoising techniques, including Robust locally weighted scatterplot smoothing (LOWESS), Moving Median, and Wavelet Denoising, were evaluated for their effectiveness in enhancing signal quality, with performance metrics such as root mean square error (RMSE) and signal-to-noise ratio SNR employed for comparison. …”
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Benchmarking QCi's EmuCore Device for Time Series Forecasting by Babak Emami, Prajnesh Kumar, Wesley Dyk

“…While EmuCore achieves competitive prediction accuracy with a mean absolute percentage error (MAPE) below 2.5\%, it significantly reduces training runtimes compared to LSTM and RNN models. …”
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Effects of Advanced Training Techniques of Parachute and Weighted Vest on Sprint Performance of Sprinter by Anas Mehmood, Basit Ali, Syed Muhammad Bilal Gillani

“…The standard deviation of differences (0.05136 seconds) and standard error mean (0.00938 seconds) indicated consistent improvements across participants. …”
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Magic-Induced Computational Separation in Entanglement Theory by Andi Gu, Salvatore F.E. Oliviero, Lorenzo Leone

“…This separation induces a computational phase transition: entanglement-related tasks are efficiently solvable in the ED phase, but become intractable in the MD phase. Our results find applications in diverse areas such as quantum error correction, many-body physics, and the study of quantum chaos, providing a unifying framework for understanding the behavior of quantum systems. …”
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The efficiency of Color Models layers at Color Images as Cover in text hiding by Qasim Mohammed Hussein, Ahmed Saadi Abdullah, Nada Qasim Mohammed

“…Since the variety of applications of the color image there are several color models of color image. …”
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Improving the performance of damage repair in thin-walled structures with analytical data and machine learning algorithms by Abdul Aabid, Md Abdul Raheman, Meftah Hrairi, Muneer Baig

“…Also, the analytical model is validated with existing work, and it shows good agreement with less than 10% error. This study is particularly important for designing the single-sided composite patch repair method based on analytical modelling. …”
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Estimation of bimodal soil-water characteristics curve under wetting process. by Nura Bello, Alfrendo Satyanaga, Nurly Gofar, Jong Kim

“…The overall model performance has been evaluated through statistical methods using the coefficient of determination (R2) and Root Mean Square Error (RMSE). The evaluation also indicates a good performance of the model, with an average RMSE of 0.0263 and an average R2 of 0.9945 for the six soil samples used in the validation. …”
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Robust People Tracking Using an Adaptive Sensor Fusion between a Laser Scanner and Video Camera by Yeong Nam Chae, Yeong-Jae Choi, Yong-Ho Seo, Hyun S. Yang

“…To evaluate the performance of the proposed system, we show error analysis and two applications. The results confirm that the proposed system can be used for a real-time tracking system and interactive virtual environment.…”
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An efficient method for fabricating nanofiber air filters with minimized pressure drop for effective indoor particle removal by Zhuolun Niu, Chun Chen

“…The results show that the proposed method can effectively achieve the target particle filtration efficiency with relative errors all less than 1% compared to the target values. …”
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Line-Frame Combined Multi-Slit Hyperspectral Imaging System for Simplified and High-Precision UAV Remote Sensing Solution by Liangjie Huang, Xiyu Zhou, Jiamin Huang, Li Shao, Weimin Shen, Jiacheng Zhu

“…Furthermore, a robust radiometric calibration framework, incorporating cross-calibration and real-time corrections via a downwelling radiance measurement device, mitigates errors caused by variable solar illumination. These features enable reliable reflectance measurements and high-quality hyperspectral images. …”
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AI-enabled driver assistance: monitoring head and gaze movements for enhanced safety by Sayyed Mudassar Shah, Gan Zengkang, Zhaoyun Sun, Tariq Hussain, Khalid Zaman, Abdullah Alwabli, Amar Y. Jaffar, Farman Ali

“…The proposed system achieves superior precision, with a weighted accuracy of 95.02% and Root Mean Square Errors of 2.23 and 1.68 for vertical and horizontal gaze estimation, respectively, validated on the MPII-Gaze and DG-Unicamp datasets. …”
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Measurement Performance Improvement of Buried Strain Sensors for Asphalt Pavement Using Mesoscale Finite Element Simulation by Haiyang Hu, Gang He, Man Huang, Dongdong Han, Hongzhou Zhu, Yongli Zhao

“…This study focuses on improving the measurement performance of buried strain sensors in asphalt mixtures through finite element simulations. First, the sensing errors of existing buried strain sensors in asphalt mixtures were analyzed based on laboratory experiments. …”
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The TSformer: A Non-Autoregressive Spatio-Temporal Transformers for 30-Day Ocean Eddy-Resolving Forecasting by Guosong Wang, Min Hou, Mingyue Qin, Xinrong Wu, Zhigang Gao, Guofang Chao, Xiaoshuang Zhang

“…Ocean forecasting is critical for various applications and is essential for understanding air–sea interactions, which contribute to mitigating the impacts of extreme events. …”
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Computer Vision-Based Safety Monitoring of Mobile Scaffolding Integrating Depth Sensors by Muhammad Sibtain Abbas, Rahat Hussain, Syed Farhan Alam Zaidi, Doyeop Lee, Chansik Park

“…A diverse dataset from multiple sources enhances the model’s applicability to real-world scenarios, while a status trigger module verifies worker behavior over a 3 s window, minimizing detection errors. …”
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Dynamic Accident Network Model for Predicting Marine Accidents in Narrow Waterways Under Variable Conditions: A Case Study of the Istanbul Strait by Serdar Yıldız, Özkan Uğurlu, Xinjian Wang, Sean Loughney, Jin Wang

“…Traditional methods often emphasize human errors, technical failures, and mechanical breakdowns. …”
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Mechanism-Oriented Analysis of Core–Shell Structured CIP@SiO₂ Magnetic Abrasives for Precision-Enhanced Magnetorheological Polishing by Chunyu Li, Shusheng Chen, Zhuoguang Zheng, Yicun Zhu, Bingsan Chen, Yongchao Xu

“…The time-dependent performance analysis further demonstrates that extended polishing durations with CIP@SiO₂ composites progressively eliminate mid-spatial frequency errors without introducing new surface artifacts. …”
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Evaluation of LSTM vs. conceptual models for hourly rainfall runoff simulations with varied training period lengths by Mohamed M. Fathi, Md Abdullah Al Mehedi, Virginia Smith, Anjali M. Fernandes, Michael T. Hren, Dennis O. Terry

“…To ensure accuracy and reliability, we utilized a century-long meteorological dataset generated from a sophisticated physics-based model, eliminating any influence of measurement errors. The training phase employed multiple sub-periods ranging from 7- to 50-year, with a separate 50-year subset for validation. …”
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Variable-Ratio Mode-Insensitive 1 × 2 Power Splitter Based on MMI Couplers and Phase Shifters by Fang Ren, Wei Chen, Tianwen Zhangsun, Yiying Zhang, Xiaojie Fan, Jianping Wang

“…The simulation results also show that the optimized power splitters have the advantages of high tolerance to fabrication errors and wide operating bandwidths, which indicates that the proposed structure can operate on multiple modes and would be suited to potential applications in on-chip optical communications.…”
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Structural Optimization and Experimental Validation of a Composite Engine Mount Designed for VTOL UAV by Milica Milić, Jelena Svorcan, Toni Ivanov, Ivana Atanasovska, Dejan Momčilović, Željko Flajs, Boško Rašuo

“…Satisfactory comparison between numerical and experimental results is achieved, while slight inconsistencies can be attributed to manufacturing errors and idealizations of the FE model.…”
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