3DMeshNet: A three-dimensional differential neural network for structured mesh generation by Jiaming Peng, Xinhai Chen, Jie Liu

“…After suitable offline training, 3DMeshNet can efficiently output a three-dimensional structured mesh with a user-defined number of quadrilateral/hexahedral cells through the feed-forward neural prediction. …”
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Smoothing Photovoltaic Power Fluctuations for Cascade Hydro-PV-Pumped Storage Generation System Based on a Fuzzy CEEMDAN by Lei Chen, Jun Wang, Zhang Sun, Tao Huang, Fan Wu

“…The simulation results reveal that compared with the fixed base power smoothing method, this method can effectively suppress the PV power fluctuations and improve the smoothing effect and energy efficiency.…”
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Joint User-Centric Clustering and Pilot Allocation for Scalable Cell-Free Massive MIMO System by Irma Zakia, Muhammad Brata

“…The result showed that with 10 available orthogonal pilots, the scalable pilot allocation method achieves more than twice the 95%-likely spectral efficiency compared to the graph-coloring method. …”
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Power-effective integral thermoelectric solar radiation converter by S. M. Gadzhieva, P. A. Kurbanova, U. A. Magomedova

“…It is proposed to form an integrated set of semiconductor photon conyerters together with a photoelectric effect on metal electrodes, thus producing a low electron output and a thermoelectric effect. This approach increases the energy efficiency of the entire structure with an additional multiple rereflection of photons on the solar flux concentrator in the form of a cylindrical surface with radially arranged mirror metal electrodes. …”
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MPPT of solar PV systems using PSO memetic algorithm considering the effect of change in tilt angle by Loganathan V, Jothi Swaroopan N M

“…The convergence time is also greatly reduced by the proposed method. An efficiency of 99.91% and a convergence time of 8.5 ms is achieved by this algorithm. …”
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Detection of cervical cell based on multi-scale spatial information by Gang Li, Xinyu Fan, Chuanyun Xu, Pengfei Lv, Ru Wang, Zihan Ruan, Zheng Zhou, Yang Zhang

“…Abstract Cervical cancer poses a significant health risk to women. Deep learning methods can assist pathologists in quickly screening images of suspected lesion cells, greatly improving the efficiency of cervical cancer screening and diagnosis. …”
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Reasonable Intake and Exhaust Processes Scheduling of Two‐Stroke Free Piston Linear Generator for Intelligent New Energy Vehicles by Dequan Zeng, Jun Lu, Yiming Hu, Peizhi Zhang, Jinwen Yang, Qin Yu, Xiaoliang Wang

“…Finally, the piston dynamics are applied to calculate piston displacement for objecting valve operation and piston velocity for simulating FPLG output power. The results show that the cyclic fuel injection quality is 42–53 mg for the output power about 12.5 kW, and total efficiency about 35.5%; the intake pressure would be not less than 1.83 atm when the compression ratio is from 8 to 10 and the exhaust pressure ranges from 3.78 to 6 atm.…”
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RESEARCH ON EXCAVATION RESISTANCE OF ADAMS-EDEM COUPLING SIMULATION DRIVEN BY MEASURED DATA AND THEORETICAL MODEL (MT) by WU Di, WANG ShenLong, LI GuanYun, DING XiaoHong, YU HuiJie, NI WeiYu

“…The stress output from the modified simulation model is consistent with the measured stress, which verified the accuracy of the proposed method. …”
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Suppression the Leakage of Optical Field and Carriers in GaN-Based Laser Diodes by Using InGaN Barrier Layers by Jing Yang, Degang Zhao, Zongshum Liu, De-Sheng Jiang, Jianjun Zhu, Ping Chen, Feng Liang, S. T. Liu, Wei Liu, Yao Xing, Mo Li

“…GaN-based laser diodes (LDs) with different barrier layers are investigated by using simulation and experimental methods. it is found that the absorption loss always decreases with the increasing indium content of the InGaN barrier layer in InGaN/InGaN multiquantum well (MQW) LDs, It leads to an increase of slope efficiency and output power of LDs due to the better optical confinement effect of laser beam. …”
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Linguistics-based word alignment for medical translators by Tom Vanallemeersch Cornelia Wermut

“…The system output consists of fragment links in their original context. …”
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Transmit Beampattern Synthesis with Constant Beamwidth and Sidelobe Control for Wideband MIMO Radar by Pengcheng Gong, Zhenhai Shao

“…Moreover, the design problem is further converted to a convex optimization problem, which is solved efficiently via the modeling system CVX. In comparison to these recently developed wideband MIMO beampattern synthesis methods, the proposed approach maintains a constant beamwidth across the entire frequency band and provides a great improvement in sidelobe control. …”
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Installation of an Electric Car Charger Using the Bald Eagle Optimizer Cascaded PI and LQR Controller by Ali Huzbur Hussien, Khalid Mohammed Ameen Alazawi

“…The Golden Eagle optimization methods are employed to enhance the setting of Proportional-Integral (PI) and Linear Quadratic Regulator (LQR) controller settings for improved conversion efficiency. …”
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Ambient Vibration Testing for Story Stiffness Estimation of a Heritage Timber Building by Kyung-Won Min, Junhee Kim, Sung-Ah Park, Chan-Soo Park

“…As for the ambient vibration testing, measured structural responses are analyzed by two output-only system identification methods (i.e., frequency domain decomposition and stochastic subspace identification) to estimate modal parameters. …”
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Adaptive respiratory muscle trainer based on hybrid nanogenerator sensor and artificial intelligence by Ziao Xue, Puchuan Tan, Jiangtao Xue, Yuan Xi, Minghao Liu, Yang Zou, Qiang Zheng, Zhou Li, Yuxiang Wu

“…Existing respiratory muscle training methods rely on resistance that hinders breathing, and the resistance cannot be adjusted automatically. …”
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Joint clearing strategy in electricity spot market and frequency regulation market considering the uncertainty of wind and solar by Jianlin LI, Mengyuan ZHANG, Qian WANG, Yuchen PENG, Jingyan LI

“…The results show that the strategy can allocate energy output reasonably and improve energy utilization efficiency and the profits of various trading entities. …”
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Comparative assessment of on-farm greenhouse gases emission from male-headed and female-headed rice farms in Babol county (Mazandaran province, Iran) by Hadi Veisi, Anahita Valiollahi, Abdol Majid Mahdavi Damghani, Surror Khoramdel

“…To this end, GHG emissions from male- and female-head rice farms were compared using the carbon input (kg.C.equivalent.ha−1) and output (kg.C.equivalent.ha−1), sustainability indices, and carbon efficiency. …”
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Multi-source Powered Mining Truck Three-level DC/DC Converter and Its Energy Management Control Strategy by ZHOU Zhenbang, WANG Yue, FU Jianguo, LIANG Xifan, TANG Xunlu, FU Gang

“…Multi-source powered mining trucks are expected with broad market prospects, due to the advantages in energy conservation, environmental protection, flexibility and efficiency. The three-level DC/DC converter with excellent input and output characteristics is generally used as an on-board energy interaction device for energy distribution and management between various on-board power equipment and multiple functional loads. …”
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FIST GEOINFORMATION SYSTEM MODEL USING FOG COMPUTING IN DESTABILIZATION by V. V. Gryzunov

“…The research methods are based on a deterministic or stochastic model of destabilization, but the geographic information system is characterized by a non-stochastic model. …”
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Modelling of SDN switch with OpenFlow protocol in AnyLogic by I.A. Filippov, V.A. Volkov, K.I. Nikishin, E.I. Gurin

“…The main components of the switch, such as flow tables, rules of packet actions on the input and output ports of switch, control processor, switch queues are briefly described. …”

Heart Sound Classification Based on Multi-Scale Feature Fusion and Channel Attention Module by Mingzhe Li, Zhaoming He, Hao Wang

“…Output data and visualized heat maps highlight the significance of feature fusion from different layers. …”
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