Experimental Research on CO2 Pool Boiling Heat Transfer outside Horizontal Tube by Liu Shengchun, Li Lan, Ning Jinghong, Liu Jiangbin

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Research on Output Signal Controlling of an Asymmetric Hydraulic Cylinder Based on a Flexible Connection by Tao Wang, Jinchun Song

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Research on Soft-Sensing Methods for Measuring Diene Yields Using Deep Belief Networks by Xiangwu Deng, Zhiping Peng, Delong Cui

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Research on building energy consumption prediction algorithm based on customized deep learning model by Zheng Liang, Junjie Chen

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Research on Springback Compensation Method of Roll Forming Based on Improved Fuzzy PID Control by Tengqiang Wang, Yingping Qian, Wengkang Fang, Dongqiao Zhang, Huanqi Weng, Yiran Jiang

“…To realize the precise control required by the springback compensation control strategy, a fuzzy PID controller strategy optimized by the coupled whale particle (CWP) algorithm is designed. The research results indicate that the error between the formed radius and the desired radius in a normal circular rolling experiment is 5.4%, 5.32%, and 5.52%. …”
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Research on Microseismic Magnitude Prediction Method Based on Improved Residual Network and Transfer Learning by Huaixiu Wang, Haomiao Wang

“…The results indicate that the model achieves an accuracy of 87% within an error range of ±0.2 and 94.7% within an error range of ±0.3. …”
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Research on Adaptive Back-stepping Control of Harmonic Drive Based on the RBF Neural Network by Song Gang, Chen Manyi, Qiu Linfeng, Zhang Jie

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Research on Advancing Radio Wave Source Localization Technology Through UAV Path Optimization by Tomoroh Takahashi, Gia Khanh Tran

“…Results show that the HYBRID model achieved the highest accuracy, limiting the maximum error to 20 m. Sequential estimation improved accuracy for high-error sources, particularly when RSSI was used first, followed by AOA or HYBRID. …”
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New data, new results? How data sources and vintages affect the replicability of research by Iasmin Goes

“…Second, researchers should be more modest about the precision and accuracy of their point estimates, since these estimates can mask large measurement errors.…”
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Research on Tool Wear Monitoring Based on ET-GD and K-nearest Neighbor Algorithm by QIN Yiyuan, LIU Xianli, YUE Caixu, GUO Bin, DING Mingna

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Research on Relative Position and Attitude Measurement of Space Maglev Vibration Isolation Control System by Mao Ye, Jianyu Wang

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Research on Dynamic Load Identification Based on Explicit Wilson-θ and Improved Regularization Algorithm by Yuchuan Fan, Chunyu Zhao, Hongye Yu

“…In the research of dynamic load identification, the method of obtaining kernel function matrix is usually rather cumbersome. …”
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The Role of Legislative Drafting on Establishing the Legal Certainty in Tax Legislations:Legal Analytical Research by Fathi Zeroo Zeroo, Kamal Anwar Yaba

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Research on a PCA-transformer-based prediction algorithm for gas concentration in working face by YANG Jian, SHU Longyong, ZHANG Shulin, QIN Kai, CUI Cong

“…Current research on gas concentration prediction in working faces of coal mines often suffers from limited feature dimensions and small dataset sizes, making it difficult to extract long-term fluctuation patterns from large-scale time-series data. …”
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Research on Leaf Area Density Detection in Orchard Canopy Using LiDAR Technology by Mingxiong Ou, Yong Zhang, Zhiyong Yu, Jiayao Zhang, Weidong Jia, Xiang Dong

“…The results revealed that the absolute value of the mean relative error in the laboratory-simulated canopy experiments was 11.58%, and the absolute value of the mean relative error in the orchard canopy experiments was 16.75%. …”
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Smart strategy in statistics: choosing appropriate test tools for data and hypotheses in quantitative research by Nana Darna, Iwan Setiawan, M. Aziz Basari, Kasman Kasman

“…The selection of appropriate statistical test tools is a major challenge in quantitative research, and errors in their selection can affect the validity and reliability of research results. …”
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Research on the method and technology of locating dynamic stray current interference sources in rail transit by GU Chengyu, XIONG Xianghong, SU Lei, TONG Xianliang, LI Feng, HONG Zijie

“…The calculated coordinates using the stray current positioning algorithm are almost coincident with the actual interference source positions, including the measurement errors and the influence of the surrounding environment, etc., which demonstrates the feasibility of this method in the research on positioning of stray current interference sources in engineering practice.…”
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Some hypotheses regarding the mobile telecommunications services marketing and consumers rights from Romania by Nicu Marcu, Georgeta-Mădălina Meghişan

“…It has a preliminary character, shaping a further investigation activity with a higher thematic coverage and a smaller error under the limit of 5%. The data gathering method was a questionnaire based interview. …”
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Research on Voltage Self-Calibration Sensing Technology Based on Measurement Circuit Topology Changes by Shangpeng Sun, Zhenhui Qiu, Shijun Song, Jianjian He, Feiyue Ma, Qing Yang

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EPS Current Tracking Method Research Based on Hybrid Sensitivity H∞ Control Algorithm by Hairong Wu, Guangfei Xu, Jian Wu, Xue Han, Jiwei Feng, Shifu Liu, Linglong Bu

“…The state space equation of the system is constructed on the basis of the system state space with random disturbance signals, the hybrid sensitivity H∞ controller is designed in the sensitivity index design, and the proposed algorithm can use weighting function to minimize the performance of the current tracking error as well as the robustness of the yaw rate error in response to robustness. …”
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