Optimization of mechanical and safety properties by designing interface characteristics within energetic composites by Guijun Wang, Yanqing Wu, Kun Yang, Quanzhi Xia, Fenglei Huang

“…In this work, a mesostructure model reflecting the real internal structure of PBX is established through image digital modeling and vectorization processing technology. The microscopic molecular structure model of PBX is constructed by molecular dynamics, and the interface bonding energy is calculated and transferred to the mesostructure model. …”
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Human Similar Activity Recognition Using Millimeter-Wave Radar Based on CNN-BiLSTM and Class Activation Mapping by Xiaochuan Wu, Zengyi Ling, Xin Zhang, Zhanchao Ma, Weibo Deng

“…The spectrogram is formed by processing the radar echo signal. The high-dimensional features are extracted by CNN, and then the corresponding feature vectors are fed into the BiLSTM to obtain the recognition results. …”
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Vertical Integration on Russian Metallurgical Market: Preconditions and Consequences by E. A. Braiko

“…The article analyzes the process of building metallurgical industry in Russia, key landmarks of its formation, which led to its current standing as vertically integrated companies. …”
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TEACHER'S PROFESSIONAL DEVELOPMENT: PSYCHOLOGICAL MECHANISMS AND DETERMINANTS by E. V. Yezhak

“…The obtained data are typed. The reference vectors of the development of the teaching subject are determined. …”
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Identifying daily life vulnerability and regional homeostasis: verbalising homeostasis landscape in regional policy for disaster areas of Tohoku, Japan by Setsuko Onoda

“…If we view vulnerabilities as part of the regional complementary process, they can serve as multi-faceted political vectors for reform. …”
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Old Believers as a (f)actor in the transformation of contemporary Russian historical policy and memorial culture by M. W. Kyrchanoff

“…The features of development and the main vectors of the transformation of historical memory of the Old Believer segment of modern Russian society are analyzed. …”
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Study on GFP-labeling and mycoparasitism in Chaetomium globosum by YE Li-dan, LAO Jia-ping, LU Jian-ping, LIN Fu-cheng

“…It is found that C. globosum has apparent process of mycoparasitism during the confrontation with R. solani.…”
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Seed-Borne Endophytes and Their Host Effects by Hongyan Hu, Shucun Geng, Youyong Zhu, Xiahong He, Xiaoxia Pan, Mingzhi Yang

“…In addition to the vegetative organs, plant seeds are also colonized by diverse endophytes and serve as vectors for the transmission of endophytes across plant generations. …”
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System classification and certification of electronic trading platforms by T. R. Torpishchev

“…The results of the work will be of interest to researchers of bilateral markets, investors, potential and current marketplaces participants in the context of the digital transformation of the economy and the growth of e-commerce in Russia. The vectors obtained as a result of the certification process can be used to compare Russian product marketplaces not only with each other, but also with foreign platforms.…”
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Study of the slant fracture in solid and hollow cylinders: Experimental analysis and numerical prediction by N. Ben Chabane, N. Aguechari, M. Ould Ouali

“…These two models have been extended to take into account the thermal heating effect induced by the mechanical dissipation within the material during the metal forming process. The two models have been implemented into the finite element code Abaqus/Explicit using a Vectorized User MATerial (VUMAT) subroutine. …”
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A Deep Neural Network-Based Approach for Sentiment Analysis of Movie Reviews by Kifayat Ullah, Anwar Rashad, Muzammil Khan, Yazeed Ghadi, Hanan Aljuaid, Zubair Nawaz

“…The number of comments/reviews for movies is enormous and cannot be processed manually. Therefore, machine learning techniques are used to efficiently process the user’s opinion. …”
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Two-dimensional analysis of plasma-derived extracellular vesicles to determine the HER2 status in breast cancer patients by Alexis Wilhelm, Charlotte Flynn, Evelyn Hammer, Johannes Roessler, Bernhard Haller, Rudolf Napieralski, Moritz Leuthner, Sanja Tosheska, Kèvin Knoops, Anjusha Mathew, Giuliano Ciarimboli, Jan Kranich, Lavinia Flaskamp, Siobhan King, Heidrun Gevensleben, Quirin Emslander, Anna Pastucha, Mathias Reisbeck, Lukas Rief, Holger Bronger, Tobias Dreyer, Andreas R. Bausch, Andreas Pichlmair, Thomas Brocker, Reinhard Zeidler, Wolfgang Hammerschmidt, Melanie Piedavent-Salomom, Carmen López-Iglesias, Gabrielle Schricker, Oliver Haydn, Marion Kiechle, Sabine Grill, Ron Heeren, Percy A. Knolle, Olaf Wilhelm, Bastian Höchst

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Development of IIOT-Based Pd-Maas Using RNN-LSTM Model with Jelly Fish Optimization in the Indian Ship Building Industry by PNV Srinivasa Rao, PVY Jayasree

“…The selected data set is pre-processed and feature selection for the optimization for the improvement in accuracy, and automation decision making the framework of the convolution neural network along with the ensemble boosted tree classifier developed is optimized using the jellyfish optimization and Recurrent Neural Network and Long Short-Term Memory (RNN-LSTM) model for the recognition of patterns and numerical vectors in the real-world data after processing of output then it is sent back as the input for the recurrent network to make the decision in the shipbuilding process. …”
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Hyperparameter tuned deep learning-driven medical image analysis for intracranial hemorrhage detection. by Naif Almakayeel, E Laxmi Lydia, Oleg Razzhivin, S Rama Sree, Mohammed Altaf Ahmed, Bibhuti Bhusan Dash, S P Siddique Ibrahim

“…Next, the HPDL-MIAIHD approach uses an enhanced EfficientNet technique to extract feature vectors. To increase the efficiency of the EfficientNet method, the hyperparameter tuning process is performed by utilizing the chimp optimizer algorithm (COA) method. …”
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Experimental Investigation on the Effect of Ring Tab on Mixing Enhancement of Subsonic Jets by K. Dhamodaran, S. Thanigaiarasu, S. Venkatramanan, R. Arun Prasad, M. Kaushik

“…For thrust vectoring, combustion characteristics, infrared radiation reduction, and aeroacoustics noise mitigation, the mixing enhancement and core length reduction of a jet must occur without a substantial loss of thrust. …”
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Development and validation of a machine learning approach for screening new leprosy cases based on the leprosy suspicion questionnaire by Mateus Mendonça Ramos Simões, Filipe Rocha Lima, Helena Barbosa Lugão, Natália Aparecida de Paula, Cláudia Maria Lincoln Silva, Alexandre Ferreira Ramos, Marco Andrey Cipriani Frade

“…We compared them based on sensitivity, specificity, positive predicted value, negative predicted value, and area under the ROC curve. After the training process, the Support Vectors Machine was the classifier with the most balanced metrics of 85.7% sensitivity, 69.2% specificity, 18.6% precision, 98.3% negative predicted values and an area under the ROC curve of 0.775, and it was chosen as the MaLeSQs. …”
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Robust speech parametrization based on pitch synchronized cepstral solutions by Stanisław Gmyrek, Robert Hossa

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Creativity of director’s solutions in Kyz-Zhibek play: colour, visual body movements, and their interaction by Anna Tsoy, Damir Urazymbetov

“… The artistic creativity trends of the contemporary theatrical process are aimed at complicating forms, deepening meanings, expanding the space for creating a new theatrical form, and, as a result, searching of the creative solution to comprehend the results of such experiments. …”
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Gene therapy shines light on congenital stationary night blindness for future cures by Yi Zhang, Siqi Lin, Lingqi Yu, Xiang Lin, Shuai Qu, Qingyang Ye, Mengting Yu, Wenfeng Chen, Wenjie Wu

“…Nonetheless, challenges remain in the treatment of CSNB, including issues related to delivery vectors, therapeutic efficacy, and possible side effects. …”
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Similarity analysis of dam behavior characterized by multi-monitoring points based on Cloud model by Hanman Li, Ziyang Li, Fuheng Ma, Chengdong Liu

“…The monitoring points are then treated as vectors, and the cloud similarity is calculated using the cosine value of the angle between them. …”
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