Quality control method of steel structure construction based on digital twin technology [version 1; peer review: 2 approved, 1 approved with reservations] by Zisheng Liu, Lejia Wu, Yanchi Mo, Zhansheng Liu

“…Methods: In this framework, data collection is used for subsequent quality control throughout the construction process. …”
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Improving Aerobics Posture Evaluation by Transfer Learning: Humanized Computational Application of BERT-PTA Domain Adaptive Methods by Wenting Zhou, Biao Guo, Feng Cao

“…First, a BERT-PTA model was established based on the collection of aerobics posture data. Second, the BERT-PTA model was used to extract features from the preprocessed posture data. …”
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Predictive modeling of pregnancy outcomes utilizing multiple machine learning techniques for in vitro fertilization-embryo transfer by Ru Bai, Jia-Wei Li, Xia Hong, Xiao-Yue Xuan, Xiao-He Li, Ya Tuo

“…The observed features were preprocessed and analyzed. A predictive model for pregnancy outcomes of IVF-ET treatment was constructed based on the processed data. …”
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Battery Life Evaluation Method Based on Temporal Convolution Network by SUN Yushu, AN Juan, HUANG Cunqiang, ZHANG Shunzhen, DANG Yanyang, PEI Wei, TANG Xisheng

“…Compared to classical recurrent neural networks, TCN has the advantages of improved gradient stability, faster data processing, and reduced memory consumption. …”
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The Paleochrono-1.1 probabilistic model to derive a common age model for several paleoclimatic sites using absolute and relative dating constraints by F. Parrenin, M. Bouchet, C. Buizert, E. Capron, E. Corrick, R. Drysdale, K. Kawamura, A. Landais, R. Mulvaney, I. Oyabu, S. O. Rasmussen

“…Paleochrono-1.1 is based on the inversion of an archiving model: a varying deposition rate (also named growth rate, sedimentation rate or accumulation rate) and also (for ice cores) a lock-in depth of air (since, in the absence of significant surface melt, the air is trapped in the ice at about 50–120 m below the surface) and a thinning function (since glacier ice undergoes flow). …”
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A Fault Identification Method of Mechanical Element Action Unit Based on CWT-2DCNN by Hongyu Ge, Yujiao Guo, Tianyu Luo, Manzhi Yang, Chuanwei Zhang

“…By collecting the vibration signals of four kinds of fault states and normal states of the worm rotation unit of the CNC machine tool, the data are preprocessed and identified. Firstly, the vibration signals of each fault state of the element action unit are CWT transformed into the corresponding two-dimensional time-frequency diagram; then, the 2DCNN fault identification model is established, and the time-frequency diagrams of various faults are input to the network as characteristic diagrams for training and testing. …”
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Knowledge Management Foundation and Solutions Implementation in Indonesian Government Higher Educational Institution by Boy Sandi Kristian Sihombing, Fatoumatta Binta Jallow, Ghina Fitriya, Dana Indra Sensuse, Sofian Lusa, Damayanti Elisabeth, Nadya Safitri

“…This study used a quantitative method, employing a questionnaire for 94 civil servants and the partial least squares-structural equation model (PLS-SEM) for data analysis. Results indicate in the KM foundation, organizational (O) negatively influences KM process application (KMP) (β = -0.292, Pv = 0.010) while KM infrastructure (I) and process (P) positively influence KMP, but KM technology (T) does not. …”
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Comparative Characteristics of a Subsequent Morbidity Wave COVID-19 in Various Regions of the World by A. P. Bavrina, N. V. Saperkin, O. V. Drugova, N. N. Karjakin, O. V. Kovalishena

“…The average incidence rate in the compared countries ranged from 500.98 ± 417.06 per 100,000 in India to 4399.43 ± 2390.77 per 100,000 in the US. …”
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Deep learning-based semantic segmentation for rice yield estimation by analyzing the dynamic change of panicle coverage by Hyeok-Jin Bak, Eun-Ji Kim, Ji-Hyeon Lee, Sungyul Chang, Dongwon Kwon, Woo-Jin Im, Woon-Ha Hwang, Jae-Ki Chang, Nam-Jin Chung, Wan-Gyu Sang

“…This process distilled key predictive parameters: K (maximum panicle coverage), g (growth rate), d0 (time of maximum growth rate), a (decline rate), and d1 (transition point). …”
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LncRNA targeted by coordinate zygotic genome activation during porcine embryonic development by Mengxin Liu, Enhong Li, Haiyuan Mu, Zimo Zhao, Xinze Chen, Jie Gao, Dengfeng Gao, Zhiyu Liu, Jianyong Han, Liang Zhong, Suying Cao

“…After microinjecting siRNA targeting TPRA1 and BCL2L1 at the one-cell stage, we counted the blastocyst development rate. The blastocyst development rate was consistent with the results from si-XLOC-040580 after si- TPRA1 . …”
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A novel wound dressing material with prolonged action by S. M. Dronov, V. Yo. Mamchur, I. P. Koshova, D. O. Stepanskyi, H. M. Kremenchutskyi, V. M. Toropin, B. V. Murashevych, K. S. Burmistrov

“…According to the data obtained, the application of dressings containing sodium N-chlorosulfonamide on the 24-hour culture of S. aureus ATCC 6538 infected wound significantly reduced the intensity of the inflammatory process local manifestations and 4–10 times decreased the number of pathogenic staphylococci under bandages on day 8 of observation. …”
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Switch to tenecteplase for intravenous thrombolysis in stroke patients: experience from a German high-volume stroke center by Alexander Sekita, Gabriela Siedler, Jochen A. Sembill, Manuel Schmidt, Ludwig Singer, Bernd Kallmuenzer, Lena Mers, Anna Bogdanova, Stefan Schwab, Stefan T. Gerner

“…Abstract Background Tenecteplase (TNK) offers promising efficacy and safety data for intravenous thrombolysis (IVT) in acute ischemic stroke (AIS) and pharmacological advantages over alteplase (rt-PA), justifying its gradual adoption as primary thrombolytic agent. …”
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Optimization and Verification of One-dimensional Three-field Model for Transient Analysis of Pressurized Water Reactor by YUAN Leqi1, LI Zanwang1, 2, FAN Jie1, 3, GOU Junli1, SHAN Jianqiang1

“…Through analysis of UC-B reflooding experimental data encompassing four distinct conditions of reflooding rates (2.44-12.67 cm/s) and temperature (23.3-67.8 ℃), the multiple minimum film boiling temperature models were evaluated. …”
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Population-Level Dissemination of a Smoking Cessation Smartphone App: Quasi-Experimental Comparison of Values-Based Messages in Social Media Advertisements by Jonathan B Bricker, Margarita Santiago-Torres, Kristin E Mull, Brianna M Sullivan, Ravi Mehrotra

“…MethodsThe advertisement campaign design for each of the identified values, based on previous smoking cessation trial data, followed a collaborative iterative process. …”
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Thermal Degradation Behaviour of Ni(II) Complex of 3,4-Methylenedioxaphenylaminoglyoxime by Emin Karapınar, Ilkay Hilal Gubbuk, Bilge Taner, Pervin Deveci, Emine Ozcan

“…Thermal degradation behaviour of the Ni(II) complex of 3,4-methylenedioxaphenylaminoglyoxime was investigated by TG, DTA, and DTG at a heating rate of 10°C min−1 under dinitrogen. The acquired experimental data shows that the complex is thermally stable up to 541 K. …”
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Physical model test on the sealing mechanism and reinforcement effect of flowing water grouting for water-sand mixture inrush in the Cuihongshan iron-polymetallic mine by Baofu WU, Wanghua SUI, Guilei HAN, Longfei LIANG, Xinhai YAO, Jiaxin FENG, Xingshuo XU

“…This study utilized a physical model, to visualize the grouting process and acquire relevant data, with the aim of investigating the diffusion, filling, and consolidation characteristics of grout in fractured rock masses under flowing-water conditions at the Cuihongshan iron polymetallic mine, and validating and optimizing a cement-sodium silicate two-liquid grouting system. …”
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Crack propagation in nanograined titanium diboride: Molecular dynamics study by Vadym Shvernyk, Alla Kuryliuk, Vasyl Kuryliuk

“…Additionally, the effects of strain rate and temperature on crack propagation processes in nanograined TiB2 were examined. …”
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Distribution Characteristics and Source Analysis of “Three Nitrogen” in Shallow Groundwater in Hailun Area of Heilongjiang Province by Lijun LI, Qiang LIU

“…The qualified rate of external quality control sample was 100%.…”
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The Impact of User Behavior on Information Diffusion in D2D Communications: A Discrete Dynamical Model by Chenquan Gan, Xiaoke Li, Lisha Wang, Zufan Zhang

“…Specifically, combined with social tie and user interest, the success rate of data dissemination between D2D users is described, and the interaction factor, user influence, and stability factor are also defined. …”
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The Commander population of sea otter <i>Enhydra lutris</i>: history of exploitation and recovery, evaluation of modern state by Sergej V. Zagrebelniy

“…Mortality rate is proposed as an indicator of this population condition. …”
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