Automating areas of interest analysis in mobile eye tracking experiments based on machine learning by Julian Wolf, Stephan Hess, David Bachmann, Quentin Lohmeyer, Mirko Meboldt

“…Together with a real-time capability of the mapping process after completed training, even hours of eye tracking recording can be evaluated efficiently. (Code and video examples have been made available at: https://gitlab.ethz.ch/pdz/cgom.git)…”
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Hydrodynamic Features of Gas-Liquid Flow Movement in a Separation Device Plane Channel with an Oscillating Wall by Pavlenko I.V., Liaposhchenko O.O., Sklabinskyi V.I., Ivanov V.O., Gusak O.G.

“…The aim of the research is to increase the efficiency of separation equipment by imposing the vibration impact on a gas-liquid flow. …”
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Application of Artificial Intelligence using K-Means for Programming Question Assessment by Waliyyudin Waliyyudin, Ichsan Ibrahim

“…System performance was validated quantitatively by comparing cluster results against ground truth labels from manual grading. …”
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Investigation of the Optimal Fast Charging Strategy without Lithium Plating for Lithium-Ion Batteries by Shichang Ma, Bingxiang Sun, Chi Zhang, Junwei Zhang, Xiaojia Su, Weige Zhang, Haijun Ruan

“…Thirdly, the differences in the charging effects of differing charging strategies were quantitatively analyzed in 4 dimensions, charging time, charging capacity, charging energy, and charging efficiency, and the applicable scenarios of different charging strategies are discussed. …”
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Online simultaneous determination of lactoferrin and immunoglobulin G in dairy products by two-dimensional liquid chromatography by CHEN Qin, ZHOU Langjun, CHEN Zijing, LIU Mengni, LIN Senyu

“…The quantitation limits of Immunoglobulin G in solid samples was 34 mg/kg while in liquid samples was 7 mg/kg, the recovery rate were 91.2%~104.0% and the RSD were 2.1%~4.7%.ConclusionThe online two-dimensional liquid chromatography system established in the experiment has the advantages of simple pretreatment, high automation, high analysis efficiency, high accuracy and good repeatability, and is suitable for the determination of lactoferrin and immunoglobulin G in dairy products.…”
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Formation Damage due to Drilling and Fracturing Fluids and Its Solution for Tight Naturally Fractured Sandstone Reservoirs by Tianbo Liang, Fuyang Gu, Erdong Yao, Lufeng Zhang, Kai Yang, Guohua Liu, Fujian Zhou

“…Experimental results indicate that the drilling fluid causes the major damage, and the chosen treating fluid can enhance rock permeability both effectively and efficiently at least at the room temperature with the overburden pressure.…”
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Multiple-Site Hemodynamic Analysis of Doppler Ultrasound with an Adaptive Color Relation Classifier for Arteriovenous Access Occlusion Evaluation by Jian-Xing Wu, Yi-Chun Du, Ming-Jui Wu, Chien-Ming Li, Chia-Hung Lin, Tainsong Chen

“…For 30 long-term follow-up patients, the experimental results show the proposed screening model efficiently evaluates access occlusion.…”
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Identifying Inefficient Urban Residential Land within Shenzhen City: An Approach Using Gaussian Mixture Model and Multi-Source Big Data by Y. Liu, S. Liang, R. Guo, W. Wang, D. Ma, Y. Zheng, L. Zhang, Q. Liu, X. Li

“…To address these issues, this paper employs the Gaussian Mixture Model (GMM) clustering method and integrates multi-source geographical big data to quantitatively characterize land use efficiency. Additionally, Spearman's coefficient analysis and Principal Component Analysis methods are applied for data dimensionality reduction. …”
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Pansharpening via Multiscale Embedding and Dual Attention Transformers by Wensheng Fan, Fan Liu, Jingzhi Li

“…Learning and exploiting these various information raises a big challenge and limits the performance and efficiency of existing pansharpening methods. To solve this issue, we propose a pansharpening network based on multiscale embedding and dual attention transformers (MDPNet). …”
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Visual Active SLAM Method Considering Measurement and State Uncertainty for Space Exploration by Yao Zhao, Zhi Xiong, Jingqi Wang, Lin Zhang, Pascual Campoy

“…Optimality criteria are introduced to quantitatively evaluate the localization uncertainty. …”
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D2: An LLM agent driving end-to-end visual AI modeling in energy platforms by Yu Li, Qiaoqiao Zhao, Min Hou, Quansheng Bai, Xiyan Zou, Changle Xie, Chang Shu, Boyang Ma, Zhijin Li

“…D2 interprets natural language instructions, retrieves domain-relevant knowledge, orchestrates modeling workflows, and guides multi-step optimization processes, thereby lowering technical barriers and cognitive load for users. To quantitatively evaluate platform usability, a novel metric termed Cognitive-Operation Efficiency Ratio (COER) is proposed, capturing both task efficiency and cognitive effort. …”
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Multimodal brain network analysis reveals divergent dysconnectivity patterns during mental fatigue: A concurrent EEG-fMRI study by Kuijun Wu, Lingyun Gao, Zhao Feng, Ioannis Kakkos, Chuantao Li, Yu Sun

“…Specifically, MF-related deficiency in parallel information transmission was revealed in multiple EEG frequency bands, yet only local efficiency was altered in fMRI networks. Moreover, a convergent decrease of nodal efficiency mainly resided in the default mode network was found in both EEG and fMRI networks, indicating a decline in cognitive control capacity during mental fatigue. …”
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Evaluation of greenhouse gas emissions in subway tunnel construction by Yalin Guo, Chen Dong, Zheng Chen, Shulei Zhao, Wenhao Sun, Wei He, Lei Zhang, Yiyuan Wang, Nan Hu, Chun Guo

“…Strategies such as utilizing recycled materials and enhancing machinery efficiency can lead to significant emission reductions. …”
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An Advanced Approach for Predicting Workpiece Surface Roughness Using Finite Element Method and Image Processing Techniques by Taoming Chen, Chun Li, Zhexiang Zou, Qi Han, Bing Li, Fengshou Gu, Andrew D. Ball

“…By employing range and regression analyses methods, this study quantitatively evaluates the interdependencies among cutting parameters, forces, temperatures, and roughness, subsequently formulating a multivariate regression model to predict surface roughness. …”
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Structure–property models of organic compounds based on molecular graphs with elements of the spatial structures of the molecules by N. A. Shulaeva, M. I. Skvortsova, N. A. Mikhailova

“…Examples of the application of this method demonstrated its high efficiency. The method is suitable for any class of organic compounds and properties, which are quantitatively measured. …”
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A new method to improve 5G coverage of urban grid roads by Yejiang ZHANG, Jie CHEN, Jian HU, Xiaokang YANG, Yun LU, Teng LIANG

“…Urban grid road is an important use scenario for mobile communication users.Compared with other static scenes, UE mobility on the road leads to relatively poor customer perception.The traditional urban grid road test optimization has some pain points, such as incomplete regulation, low optimization efficiency, repeated work orders, no focus and so on.A new method to improve 5G coverage of urban grid roads was proposed.The proposed method introduces the concept of problem circle, realizes the effective aggregation of sporadic test problem points, and uses“aggregation degree” and “repetition degree” to quantitatively identify the priority of test problems.By introducing the concepts of “ideal azimuth” and “appropriate cell”, the method of the optimal coverage cell of the problem circle was proposed, which can effectively output the optimization scheme of the problem circle.This method has been deployed in the current network and effectively supports the test and optimization of urban grid roads.The 5G coverage rate has increased from 89.95% to 98.86%.…”
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Research on Visualization of Cylindrical Gear Hobbing Cutting Force and the Influence of Cutting Parameter on Hobbing Cutting Force by Xiaoqing Tian, Xinrong Zheng, Ruofeng Chen, Jiang Han, Lian Xia

“…The influence of different cutting parameter on hobbing cutting force is analyzed quantitatively. The predictive model helps to optimize the design of the gear hobbing process to improve the quality and efficiency of the machining and reduce the cost.…”
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Farmer Perception of Trees in a Semiarid Agroecological Zone by Eniola Ajibola Olowu, Ian Timothy Riley

“…Trees in upland, semiarid agroecological zones typically require water efficiency due to low rainfall, cold and dry temperatures as in Niğde Province, Central Anatolia, Türkiye. …”
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Alpha-Stable Distribution and Multifractal Detrended Fluctuation Analysis-Based Fault Diagnosis Method Application for Axle Box Bearings by Qing Xiong, Weihua Zhang, Yanhai Xu, Yiqiang Peng, Pengyi Deng

“…Currently, the regular maintenance of axle box bearings mainly depends on manual off-line inspection, which has low working efficiency and precision of fault diagnosis. In order to improve the maintenance efficiency and effectiveness of railway vehicles, this study proposes a method of integrating the vibration monitoring system of the axle box bearing in the underfloor wheelset lathe, where the integration scheme and work flow of the system are introduced followed by the detailed fault diagnosis method and application examples. …”
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A 3-D Parallel Method of PSTD-Based Reverse Time Migration of GPR Data by Lingjia Huang, Bowen Ma, Qinghua Huang

“…Numerical tests also show quantitatively that the computation time and efficiency of the proposed parallel PSTD-based RTM method are significantly superior to those of the RTM algorithm based on the popular parallel finite difference time domain (FDTD) method. …”
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