Application of machine learning and neural network models based on experimental evaluation of dissimilar resistance spot-welded joints between grade 2 titanium alloy and AISI 304 s... by Marwan T. Mezher, Alejandro Pereira, Rusul Ahmed Shakir, Tomasz Trzepieciński

“…The best prediction model was found to be the ANN model when training the conjugate gradient with the Polak-Ribiere updates (Traincgp) training function with the hyperbolic tangent sigmoid transfer function (Tansig) with the mean squared error (MSE) and correlation coefficient (R2) values recorded as 0.01886 and 0.94973, respectively. …”
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A Rapid Evaluation Method of Permafrost Bearing Capacity in the Tibetan Plateau Region Based on the Correlation Between CPT-CBR by Haowu Wang, Bo Tian, Lei Quan, Panpan Zhang, Lihui Li, Yitong Hou, Sen Hu

“…By conducting both CPT and CBR tests on frozen sandy soils, the study analyzes the trends in changes in cone tip resistance (<i>q</i>_c) and CBR values under the influence of temperature (<i>T</i>), moisture content (<i>ω</i>), and compaction degree (<i>K</i>) and establishes a functional relationship between them. …”
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Comprehensive analysis and experiments identified ANXA1 as an unfavorable prognosticator in glioma by Yu Fan, Yanwen Chen, Xingda Run, Huaide Qiu, Qianxing Hu, Xudong Zhao, ZhongYuan Bao, Zengli Miao

“…In different groups, lentiviral vector or the empty vector was used to construct cell lines. …”
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Modelling the impact of climate and the environment on the spatiotemporal dynamics of Lyme borreliosis in GermanyResearch in context by Martín Lotto Batista, Bruno Carvalho, Rory Gibb, Balakrishnan Solaraju-Murali, Stefan Flasche, Stefanie Castell, Stéphane Ghozzi, Rachel Lowe

“…Summary: Background: Lyme borreliosis (LB) is a predominant vector-borne disease in Europe, with Germany reporting endemic circulation for at least the past two decades. …”
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Equivalence of Informations Characterizes Bregman Divergences by Philip S. Chodrow

“…One important property of Bregman divergences is that they generate agreement between two useful formulations of information content (in the sense of variability or non-uniformity) in weighted collections of vectors. The first of these is the Jensen gap information, which measures the difference between the mean value of a strictly convex function evaluated on a weighted set of vectors and the value of that function evaluated at the centroid of that collection. …”
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Monitoring Transformation Processes in the Economy Using the Example of the IT Industry by V. G. Kogdenko

“…The type of growth and productivity of production factors is established by constructing the industry production function. Particular attention is paid to indicators of transformation processes — added value, labor productivity and return on capital. …”
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Innovations in Housing and Communal Services to Increase Real Incomes of the Russian Population by D. V. Shcherbakova, O. E. Ignashin

“…The lag of the Russian energy sector from the world indicators is due to several reasons: the low energy efficiency class of houses, significant wear and tear of heating networks, functional shortcomings of centralized heating, the lack of necessary federal and regional legislative acts, and the lack of private investment. …”
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Evaluation of anti-vibriocidal, antioxidant properties and cytotoxicity of bio fabricated/green synthesized silver nanoparticles using Euphorbia hitra L. leaf extract by Abhinash Marukurti, Alavala Matta Reddy, Silpa Rani Medapalli, Phanindra Babu Kasi, P. Tirupathi Rao, Rohini Anupoju, D. Ramachandran, B. Mallikarjuna, Kommoju Sarojani, Pangi Vijaya Nirmala

“…The increasing focus on combating antimicrobial resistance (AMR) in aquaculture sector is driving innovations and better improvements to save billions of dollars globally. …”
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Accurate and robust prediction of Amyloid-β brain deposition from plasma biomarkers and clinical information using machine learning by Jiayuan Xu, Andrew J. Doig, Sofia Michopoulou, Sofia Michopoulou, Petroula Proitsi, Petroula Proitsi, Fumie Costen, The Alzheimer's disease neuroimaging initiative

“…BackgroundAlzheimer's disease (AD) greatly affects the daily functioning and life quality of patients and is prevalent in the elderly population. …”
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Triple-Probiotic-Fermented Goji (<i>Lycium barbarum</i> L.) Ameliorates Metabolic Disorders Associated with Hyperuricemia in Mice by Lu Ren, Yuechan Li, Shiting Liu, Xiaoke Jia, Hongpeng He, Feiliang Zhong, Fuping Lu, Xuegang Luo

“…Goji, as a representative medicinal food, holds significant research and development value, while probiotic fermentation technology is finding increasingly widespread applications in the functional food sector. …”
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For Ratio Analysis of the Efficiency of Budget Expenses on Social Policy Aimed at Overcoming Poverty in Russian Regions by M. L. Dorofeev

“…The development of methodology for analyzing efficiency is acute today due to fundamental basis of budget system functioning. The last ten years proved the importance of social policy and the welfare system during periods of uncertainty and economic crises. …”
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An uncoupled thermoelasticity problem for a semi-infinite layer with regard of its proper weight by Anna Fesenko, Nataly Vaysfeld

“…It allows application of integral transformations directly to the transformed equations of equilibrium and makes it possible to reduce the initial problem to a one-dimensional vector boundary problem. A special technique is given to calculate multiple integrals containing oscillating functions that appear during the inversion of the transformations. …”
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Automatic differential kinematics of serial manipulator robots through dual numbers by Luis Antonio Orbegoso Moreno, Edgar David Valverde Ramírez

“… Dual Numbers are an extension of real numbers known for its capability of performing exact automatic differentiation of one-valued functions theoretically without error approximation. …”
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Numerical thermodynamic-economic study and machine learning-based optimization of an innovative biogas-driven integrated power plant combined with sustainable liquid CO2 and liquid... by Ruijia Yuan, Fan Shi, Azher M. Abed, Mohamed Shaban, Sarminah Samad, Ahmad Almadhor, Barno Abdullaeva, Mouloud Aoudia, Salem Alkhalaf, Samah G. Babiker

“…The optimal outcomes reveal the mentioned objective functions' values at 47.22 %, 58.73 M$, and 33.53 $/GJ, respectively. …”
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Variation Approach and Principle of Maximum in Theory of Dynamic Systems by A. Yu. Proskuryakov

“…The article shows dynamics of value figures on market of digital finance assets. …”
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Trade uncertainty and investments in an emerging country: a Fourier VAR approach by Mert Akyuz, Muhammed Sehid Gorus, Cihan Gunes

“…Design/methodology/approach – The authors adopt the vector autoregression (VAR) model augmented with Fourier terms. …”
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Designing a supply chain resilience assessment model with the approach of NDEA(case of study: government hospitals of Yazd province) by Mohsen Shafiei Nikabadi, Fereshteh Bahrami

“…Therefore, according to the type of function they have and being in the first place of reference for the injured, hospitals should have the best performance. …”
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Research on anti-occlusion tracking method for underground mine personnel based on adaptive link optimization by LU Yang, DONG Lihong, YE Ou

“…After compression and fusion processing of the trajectory pair input vectors, a trajectory similarity score was output by the multilayer perceptron. …”
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FEATURES OF REGULATION OF ERYTHROPOIESIS IN PATIENTS WITH CHRONIC KIDNEY DISEASE STAGE 5D by E. S. Lapina, M. M. Batjushin, R. A. Belovolova, I. V. Sarvilina, V. N. Poganeva

“…When comparing the levels of interleukin-3 and erythropoietin dose differing vectors of these parameters in patients with anemia of varying severity were indicated. …”
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Molecular dynamics simulation on glass transition temperature of isomeric polyimide

“…Furthermore, from mean square displacement and vector autocorrelation functions calculations, this group is observed to rotate against other groups in the glassy state, and increases the chain rigidity to a great extent. …”
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