Neural Machine Translation in Electrical Engineering With Cross-Layer Information Fusion and Multiple Positional Mapping by Zhenyu Zhang, Yuan Chen, Juwei Zhang

“…Experimental results on translation tasks in the electrical engineering field show that the improved model outperforms the baseline and other comparison models in terms of BLEU, METEOR and TER scores, verifying the effectiveness and superiority of this method in semantic modeling and position information retention in professional field translation tasks.…”
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Temporal networks with node-specific memory: Unbiased inference of transition probabilities, relaxation times, and structural breaks by Giulio Virginio Clemente, Claudio J. Tessone, Diego Garlaschelli

“…As we illustrate on real-world social networks, this method enables an improved estimation of dyadic transition probabilities, relaxation times, and structural breaks between dynamical regimes. …”
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Mechanism Study on Elevation Effect of Blast Wave Propagation in High Side Wall of Deep Underground Powerhouse by Xinping Li, Junlin Lv, Yi Luo, Tingting Liu

“…In view of the influence of blasting excavation in the deep burial underground powerhouse on the dynamic disturbance and blasting vibration of side wall and surrounding rock, the blasting vibration test method is often used for on-site monitoring and control. …”
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ANALYSIS OF DYNAMIC RESPONSE CHARACTERISTICS OF AERONAUTICAL SPIRAL BEVEL GEARS AND OPTINIZATION OF VIBRATION ABSORBING STRUCTURE OF SPOKE PLATE HOLE (MT) by SONG CongCong, LI JiaQi, WEI BingYang, DAI Hua, SHE DingJun

“…Taking a certain type of aeronautical spiral bevel gear as an example, the model of spiral bevel gear was established. The natural characteristics of the gear were calculated by Lanczos method, and the frequency margin between the first six natural frequencies and the excitation force was analyzed. …”
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The Impact of Squeeze Film Damper and Support Nonlinear Forces on the Dynamic Response of High-Speed Flexible Rotors by Chao Dong, Xifan Lan, Shan Zeng, Zhichao Feng, Penghui Qian, Fei Wang

“…With the Euler–Bernoulli beam rotor model, the nonlinear oil film forces of the squeeze film damper (SFD) and the nonlinear restoring forces of the supports are applied as external loads to the support nodes using the finite element method. …”
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A Fusion XGBoost Approach for Large-Scale Monitoring of Soil Heavy Metal in Farmland Using Hyperspectral Imagery by Xuqing Li, Huitao Gu, Ruiyin Tang, Bin Zou, Xiangnan Liu, Huiping Ou, Xuying Chen, Yubin Song, Wei Luo, Bin Wen

“…Therefore, a fusion XGBoost model based on the superposition of ensemble learning and packaging methods is proposed for large-scale monitoring with high accuracy of soil heavy metal using hyperspectral imagery. …”
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The Influence and Compensation of Environmental Factors (pH, Temperature, and Conductivity) on the Detection of Chemical Oxygen Demand in Water by UV-Vis Spectroscopy by Jingwei Li, Yipei Ding, Yijing Lu, Jia Liu, Chenxuan Zhou, Zhiyu Shao

“…This data fusion method is based on the weighted superposition of the spectrum and three environmental factors. …”
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A Semianalytical Approach for Production of Oil from Bottom Water Drive Tight Oil Reservoirs with Complex Hydraulic Fractures by Shuhui Dai, Chunqiang Chen, Hao Wang, Zhaohui Fu, Dameng Liu

“…Based on the fractal theory, a semianalytical model is presented to simulate a complex fracture system by using the volumetric source method and superposition principle, and the solutions are determined iteratively. …”
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Analysis of Vibration and Acoustic Characteristics of a Simply Supported Double-Panel Partition under Thermal Environment by Lei Guo, Jianmin Ge, Shu Liu

“…To access the accuracy and feasibility of the theoretical model, a finite element method is proposed to calculate the natural frequencies and mode shapes. …”
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Optimization of fluid control laws through deep reinforcement learning using dynamic mode decomposition as the environment by T. Sakamoto, K. Okabayashi

“…The external input for the DMDc model consists of a superposition of the chirp signal, containing various amplitudes and frequencies, and random noise. …”
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Numerical Procedures for Random Differential Equations by Mohamed Ben Said, Lahcen Azrar, Driss Sarsri

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Optimizing rainfall-triggered landslide thresholds for daily landslide hazard warning in the Three Gorges Reservoir area by B. Peng, X. Wu

“…This research represents the first attempt to integrate MLP and ordinary least squares methods for determining the optimal rainfall threshold model tailored to distinct subregions, categorized by topographical and climatic conditions. …”
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Basic research on CVD single crystal diamond processing by UV nanosecond laser by Huabin ZHAN, Kaixuan FENG, Yupeng CHEN, Jing LI, Jiawei WEI, Jianhui CHEN, Qi HAO, Changwei WAN, Ni CHEN

“…Based on the advantages of high precision, high efficiency and easy automation of laser processing, this paper adopts the ultraviolet nanosecond laser for CVD single diamond etching, and combines the laser line etching energy model with the basic research on the law of laser processing and etching principle.MethodsA UV nanosecond laser is used to carry out basic research on the laws of laser processing and etching principle through the ablation threshold test, laser energy modeling and line etching test, scanning electron microscope observation and energy spectrum analysis test. …”
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3D-printed spines for programmable liquid topographies and micromanipulation by Megan Delens, Axel Franckart, Daniel M. Harris, Nicolas Vandewalle

“…Multiple examples showcase the method’s potential applications, including sorting and capturing particles, which could pave the way for cleaning fluid interfaces.…”
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RESEARCH ON DYNAMIC CHARACTERISTICS DURING MILLING OF THIN-WALLED PARTS BASED ON MAGNETO RHEOLOGICAL DAMPING FIXTURE (MT) by JIANG XiaoHui, YANG Ning, HE ShiRong, LIU Xiao

“…By simplifying the thin-walled part of the additive into a rectangular thin plate, considering the magneto-rheological fluid（MRF） excitation solidification damping characteristics, using the mode superposition method, the dynamic response model of the milling of the thin-walled part under the change of the magnetic induction intensity was obtained, and the fixture-workpiece system milling. …”
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Theoretical analysis of bearing mechanism and engineering application of pipe roof in a highway tunnel by Jian Zhang, Weiyu Sun, Songhong Yan, Yonggang Wang, Hui Zhu, Wen Wang

“…The load-bearing behaviour of the pipe roof as the tunnel face advances to any position is solved via the superposition method. The accuracy and validity of the model are confirmed through case calculations and comparisons with existing research results. …”
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EVOLUTIONARY CONCEPTION OF SNOW METAMORPHISM BASED ON CRYSTAL-MORPHOLOGY AND THEORY OF SYMMETRY by E. G. Kolomyts

“…The accounting the processes of auto-regulation of snow metamorphism for allows development of new methods in short- and long-term avalanche forecast.…”
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Seismic Response of Tunnel Lining for Shallow-Bias Tunnel with a Small Clear Distance under Wenchuan Earthquake by Yang Hui, Jiang Xueliang, Lian Pengyuan

“…In the model test, the Wenchuan (WC) seismic wave was used as the excitation wave. …”
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Efficient Calculation and Component Analysis of Fault Current in MMC-HVDC Grid by Lixu Chen, Jun Yan, Xiufang Jia, Chengyong Zhao, Jianzhong Xu

“…Existing calculation methods for the p2p fault current primarily rely on differential equations based on the RLC equivalent of the MMC station and the RL model of DC transmission lines. …”
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Investigation of Entire-Space Terahertz Emission From Gas Filament Excited by a Two-Color Field by Huicheng Guo, Chengpu Liu

“…By using the finite-difference time-domain (FDTD) method, this paper studys the entire-space distribution of terahertz emission generated by a two-color field induced micro-plasma based on photocurrent model. …”
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