Prediction of the wave induced by a gaint accumulation impoundment instability in Lantsang River by Daru HU, Shuyu WU, Chaopeng LUO, Hui DENG, Pengfei LI, Zhaoying WANG

“…The rear tensile fracture boundary is the crushed stone and soil layer of the accumulation within a certain range above the reservoir water level, and the front shear boundary is the fine-grained layer in the middle and lower parts of the accumulation. …”
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Effects of freeze-thaw cycles on saturated hydraulic conductivity of soils reclaimed with different vegetation types at an open-pit coal mine dumping site by XIONG Shuzhen, LYU Gang

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Three-Dimensional Shape Reconstruction from Digital Freehand Design Sketching Based on Deep Learning Techniques by Ding Zhou, Guohua Wei, Xiaojun Yuan

“…This research offers practical information for understanding 3D modeling methodology for FDS, triggering multiple modes of design creativity and efficient scheme adjustments in industrial or architectural conceptual design. …”
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The Goldilocks principle of learning unitaries by interlacing fixed operators with programmable phase shifters on a photonic chip by Kevin Zelaya, Matthew Markowitz, Mohammad-Ali Miri

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A novel committee machine and reviews of neural network and statistical models for currency exchange rate prediction: An experimental analysis by Trilok Nath Pandey, Alok Kumar Jagadev, Satchidananda Dehuri, Sung-Bae Cho

“…Our study reveals that the currency exchange rates with multi-layer neural networks having Bayesian learning predictive accuracy is better than multi-layer neural networks with back-propagation learning. …”
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A New Online Monitoring Method for MOA Based on A-VMD and A-SVD by Ying RUAN, Xingwen YE, Mingfeng DENG, Xing WANG, Linyu YANG, Qin SHU

“…Firstly, by sequentially changing the secondary penalty factor and the decomposition layer, and with the energy and loss indicators to measure the effect of VMD decomposition, the optimal parameters of decomposition layers and secondary penalty factor are searched out. …”
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1,550-nm photonic crystal surface-emitting laser diode fabricated by single deep air-hole etch by Kim Myeongeun, Song Ye-Seong, Jeong Lakjong, Lee Tae-Yun, Choi Hyo Seok, Kim In, Lee Myungjae, Jeon Heonsu

“…Photonic crystal surface-emitting lasers (PCSELs) are promising light sources with numerous advantages, including vertical emission, single-mode operation, and high output power. However, the fabrication of PCSEL devices requires advanced techniques, such as wafer bonding or epitaxial regrowth, to form a photonic crystal (PhC) structure close to the central waveguide layer. …”
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VFQB: A Novel Deep Learning Model for Rolling Bearing Fault Diagnosis by Zhiru Xiao, Yanfang Xu, Junjie Cui

“…First, the original vibration signals are processed with variational mode decomposition (VMD) and fast Fourier transform (FFT) and then stacked as quadratic neural network inputs. …”
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Genome-Wide Analyses and Expression Profiling of <i>PME</i>/<i>PMEI</i> Gene Families Reveal Their Relevance to Chilling Stress Response and Grafted Healing Efficiency in Cucumber/... by Huangfang Lin, Huilan Ye, Qingqing Shao, Saichuan Cheng, Ge Bi, Biying Lin, Honghui Lin, Lei He, Baoying Shen, Haisheng Zhu, Qingfang Wen, Shuang Liu, Qingqing Chen

“…Additionally, an investigation into the responsiveness of cucumber/pumpkin-grafted seedlings during the healing phase to varying light intensity modes revealed that the implementation of a higher light intensity mode resulted in an upregulation of the expression levels of the majority of <i>PME/PMEI</i> family genes, particularly those belonging to the <i>PME</i> family, during the critical stages of isolation layer and callus formation. …”
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Cutting Forces Simulation for End Milling by Petrakov Y. V., Ohrimenko O. A., Sikailo M. O., Myhovych A. V.

“…The cutting force in end milling is the essential perturbation of the machining system that limits the productivity of the process. Therefore, forecasting the cutting force when assigning the processing mode and the geometry of the allowance layer to be cut is an urgent task that requires an operational tool for its solution. …”
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Feature Extraction and Attribute Recognition of Aerosol Particles from In Situ Light-Scattering Measurements Based on EMD-ICA Combined LSTM Model by Heng Zhao, Yanyan Zhang, Dengxin Hua, Jiamin Fang, Jie Zhang, Zewen Yang

“…The signals are then processed using the EMD-ICA noise reduction technique. …”
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One-Pot Bottom-Up Synthesis of SiO₂ Quantum Dots and Reduced Graphene Oxide (rGO) Nanocomposite as Anode Materials in Lithium-Ion Batteries by Sanjaya Brahma, Cheung-Yi Wang, Yi-Hsuan Huang, Wen-Feng Lin, Jow-Lay Huang

“…Here, crystalline SiO₂ quantum dots (QDs) of 3–5 nm size were grown within the layers of reduced graphene oxide (rGO) by a solution mode chemical growth process at a relatively low temperature (100 °C). …”
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A Novel Force Control Strategy for Improved Surface Integrity in Low Plasticity Burnishing by Livatyali H.

“…Trial-and-error type experimental work to determine the optimum process parameters for a cold-forming process like ball burnishing for acceptable performance is costly. …”
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A multi-channel spatiotemporal SegNet model for short term wind power prediction with sequence decomposition and reconstruction by Xingdou Liu, Liang Zou, Li Zhang, Jiangong Wang, Zhiyun Han, Yong Li

“…The original SegNet network is improved into an encoder-predicting architecture with temporal learning capability to adapt to multi-dimensional spatiotemporal tensor joint training. In data processing, a sequence decomposition and reconstruction strategy using maximum information coefficient (MIC) to optimize complementary ensemble empirical mode decomposition (CEEMD) has been proposed. …”
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Thermoelectric device for fastening parts by freezing during machining by O. V. Evdulov, D. V. Evdulov, S. G. Gasanova, Z. M.–Z. Badrudinova

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Bearing Fault Diagnosis Method Based on Improved VMD and Parallel Hybrid Neural Network by Wuyi Chen, Huafeng Cai, Qiu Sun

“…Afterwards, the processed fault data set is brought into a parallel hybrid neural network model with a global average pooling layer (GAP) for feature extraction, feature fusion, and fault classification. …”
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THERMOELECTRIC SYSTEM FOR EXTRACTION OF FOREIGN OBJECTS FROM HUMAN BODY by O. V. Evdulov, S. G. Magomedova, I. Sh. Mispahov, N. A. Nabiyev, A. M. Nasrulaev

“…It is established that the duration of the formation of an ice layer between the object to be extracted and the cold surface of the TEM, which is the executive element of the system, is within narrow limits that meet medical standards, while the speed of the ice growth process depends on its thickness (increasing the cooling capacity of the TEM from 1000 to 3000 W / m2 reduces the duration of the formation of an ice layer, 2 mm thick, by almost 40 s, while the temperature of the extracted object decreases from 269 K to 252 K). …”
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Optimizing Semiconductor Saturable Absorption Mirrors Using Subwavelength Dielectric Gratings for Fiber Lasers by Chaoqun Wei, Xiansheng Jia, Hongmei Chen, Boyuan Liu, Ziyang Zhang, Cheng Jiang

“…To address these limitations, we explored the integration of guided mode resonance (GMR) effects to enhance light–matter interaction within the absorption layer. …”
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Experience in vegetable waste burning in furnace block TBR-2.0 by A. V. Golubkovich, L. I. Belen'kaya, A. N. Dadyko, V. B. Lovkis

“…They are especially perspective for combustion of low-grade fuels and various waste (for example, waste of agricultural production) in a ciclonic and vortex layer. The distinctive feature of such fire chambers is availability of vortex contours in the burning camera that increases efficiency of burning process. …”
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Strengthening of Inertial Dust Removal in Impingement Flow Dust Removal Array by HE Ge, HU Xianfeng, LIU Zekun, CHEN Kehong, WEI Wenyun, YU Hui

“…After fully understanding the structural characteristics of the impingement flow dust collector, the research group proposes the arrangement of a multi-layer impingement flow dust collector array to balance the contradictory relationship between particle removal rate and pressure drop. …”
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