Conditional GAN-Based Two-Stage ISP Tuning Method: A Reconstruction–Enhancement Proxy Framework by Pengfei Zhan, Jiongyao Ye

“…The results demonstrate that the proposed method outperforms end-to-end proxy methods on public datasets (SIDD, KITTI) and achieves over 21% improvement in performance metrics compared to hand-tuning methods.…”
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Model Predictive Control Method with Constant Switching Frequency to Reduce Common-Mode Voltage for PMSM Drives by Hao Li, Shuo Chen, Xiang Wu, Guojun Tan

“…A model predictive control method to reduce the common-mode voltage (MPC-RCMV) with constant switching frequency for PMSM drives is proposed in this paper. …”
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An EPS-kNN Fault Propagation Analysis Method for Industrial Processes Based on the Fusion of Knowledge and Data by Wang Lixin, Qian Xiaoyi, Feng Yanliang, Dai Ziheng, Kang Changsheng, Guan Shuai, Zhao Yi

“…To reduce the false connections resulting from numerous redundant paths in the fault propagation analysis for industrial processes, an equal probability symbolized k-nearest neighbors (EPS-kNN) fault propagation analysis method based on the fusion of fault data and process knowledge is proposed. …”
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Advanced parameter tuning scheme for double CFO based fractional order composite controller synthesis method by Siyi Chen, Yang Shu, Haiyang Kuang, Dongqi Cheng, Ying Luo

“…To improve the tracking and anti-interference performances of permanent magnet synchronous servo systems, it is equally important to design the structure and parameters of the control system. …”
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The portrayal of panic-buying and stockpiling in English newspapers during Covid, a mixed-method content analysis. by Dayna Brackley, Rebecca Wells

“…The media play an important role in communicating information to the British public during times of crisis and influence public opinion. This mixed-method study examined English media portrayal of panic-buying, analysing text and visual data from six of the highest-circulating newspapers from March to July 2020. …”
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Social Media Based Topic Modeling for Smart Campus: A Deep Topical Correlation Analysis Method by Jun Peng, Yiyi Zhou, Xiaoshuai Sun, Jinsong Su, Rongrong Ji

“…Mining social media data, especially topic modeling, from students, provides a non-intrusive method to know the instantaneous thoughts and willings of them. …”
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A Rapid Spatial Carrier-Frequency Phase-Shifting Method Based on the Orthogonality of Diamond Diagonal Vectors by Xiang Qiu, Liyun Zhong, Bingbo Li, Shengde Liu, Yunfei Zhou, Jiaxiang Xiong, Jindong Tian, Xiaoxu Lu

“…Compared with current SCFPS methods, in addition to maintaining high accuracy of phase-shifting method, as well as no requirement for carrier-frequency calibration, the proposed method reveals an obvious advantage in processing speed of phase retrieval, and this will greatly facilitate its application prospect for dynamic phase measurement.…”
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A Method for Detecting Amplitude-Phase Joint Characteristic Parameters of Wireless Channel for Generating Key Parameters by Qiongying Tan, Shuanglin Huang, Sanjun Liu

“…This method is based on the single-eavesdropping wireless fading channel model; the joint characteristic model of amplitude and phase of wireless fading channel is established; it detects and extracts the joint characteristic parameters of amplitude and phase of channel, and then the proposed characteristics are quantified by using the equal probability joint quantization strategy of amplitude and phase to generate the secret key random parameters. …”
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Electric Transverse Emissivity of Sinusoidal Surfaces Determined by a Differential Method: Comparison with Approximation of Geometric Optics by Taoufik Ghabara

“…We determine by the two methods such as differential method and the optics geometrical approximation the emissivity of gold and tungsten cylindrical surfaces with a sinusoidal profile, for a wavelength equal to 0.55 microns. …”
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Parametric Updating of Steel Strand Stay Cable Force Calculation Model Based on Response Surface Method by Shizhan Xu, Yinggang Ma, Hao Zhang

“…In order to solve the problem that the calculation result of cable force deviates from the measured value because the parameters of steel strand stay cable are not exactly equal to the designed value in practical engineering, a model updating method selecting the steel strand stay cable parameters as the updating parameters and using more measured data as the objective function was proposed. …”
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The Impact of Modifications in the Testing Method for Determining Lean Meat Content in Carcasses on Pig Slaughter Value in Poland by Dariusz Lisiak, Piotr Janiszewski, Karol Borzuta, Eugenia Grześkowiak, Krzysztof Powałowski, Łukasz Samardakiewicz, Beata Lisiak

“…In order to harmonize carcass grading, it was necessary to make sure that all methods used in the EU for assessing lean meat content give the same result when dissecting the same carcass. …”
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Structural Properties and Elemental Composition of Au+ Implanted ZnO Films, Obtained by Sol-gel Method by A.D. Pogrebnjak, T.O. Berestok, A.S. Opanasyuk, Y. Takeda, K. Oyoshi, F.F. Komarov, J. Kassi

“…RBS, XRD methods and Raman spectroscopy were used for films characterization. …”
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Classification of Arabic Alphabets Using a Combination of a Convolutional Neural Network and the Morphological Gradient Method by Mouhssine EL ATILLAH, Khalid EL FAZAZY, Jamal Riffi

“…As a result, the model gives a remarkable accuracy equal to 99.02%. …”
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Research on efficient design method of high torque motor with dual airgap hybrid rotor for aircraft engines by Siyang Yu, Yingjie Xu, Yue Zhang, Guangwei Liu, Fengge Zhang

“…Firstly, to address the problem that the difference in power density between the inner and outer unit motor is so large that it is not suitable for electromagnetic design using the power splitting method, a main dimensioning calculation method based on the equal‐power volume transformation is proposed. …”
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A Field data- based method to determine the pressure-burst relationships in urban water distribution networks by Yasaman Taj Abadi, Mohamadreza Jalili Ghazizade, Iman Moslehi

“…Also, the relations are obtained for two condition with a power pressure of 3 and an unknown situation, which indicates that, in the case of unknown power, higher correlation coefficients are obtained such that for polyethylene the power is equal to 3 and Correlation coefficient = 0.97 and for ductile iron, the power was equal to 2.7 and  correlation coefficient =0.99. …”
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Study on Harmonic Suppression Method of Permanent Magnet Synchronous Motor in High Voltage Wire Inspection Robot by Ma Long, Xu Xiaoyi, Mao Yanfang, Wang Baocang

“…Therefore, from the point of view of the control algorithm, this paper analyzes the speed, time, and frequency domain signals of the motor driven by the Space Vector Modulation DTC (SVM‐DTC) method. Then, the d‐axis current is equal to zero in the adjustment control algorithm, and a direct torque control method of the permanent magnet synchronous motor space vector modulation based on time‐varying flux amplitude is proposed. …”
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A UAV Coverage Path Planning Method Based on a Diameter–Height Model for Mountainous Terrain by Nan Zhang, Linkai Yue, Qiang Zhang, Chaojun Gao, Bingbing Zhang, Yonghuan Wang

“…To address these problems, a coverage path planning method based on the DH (Diameter–Height) model for mountainous terrain is proposed. …”
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Research on Fracture Energy Prediction and Size Effect of Concrete Based on Deep Learning with SHAP Interpretability Method by Huiming Wang, Weiqi Zhang, Jie Lin, Shengpin Guo

“…The SHAP method can identify and visualize the contribution direction (positive/negative) and magnitude of the input features and reveal the relative importance of parameters at both local and global levels simultaneously. …”
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A Motion Propagation Force Analysis of Multi-DoF Systems Using the Partial Lagrangian Method by Hironori Gunji, Takashi Kusaka, Takayuki Tanaka

“…The effectiveness of the proposed method is confirmed through simulations using a three-DoF arm model, where motion propagation torques are visualized and validated. …”
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Formation and evaluation of bilio-digestive and interintestinal anastomoses by the method of high-frequency electric welding of tissues in experiment by A. I. Hutsuliak, M. Yu. Nychytaylo, Yu. O. Furmanov, I. I. Bulyk, M. S. Zagriichuk, O. V. Prudnikov, O. M. Dmytruk

“…The tissues were joined using thermo-adhesion; a coagulation scar was rather narrow, its complete epithelization was accomplished in 3 mo, and a scar maturation completed – in 6 mo. Conclusion. The method of a high-frequency electric welding permits to form both, bilio-digestive and inter-intestinal, anastomoses of equal reliability in the settings of non-inflamed and inflamed tissues.…”
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