Long-Time Predictive Modeling of Nonlinear Dynamical Systems Using Neural Networks by Shaowu Pan, Karthik Duraisamy

“…Inspired by global stability analysis, and the observation of strong correlation between the local error and the maximal singular value of the Jacobian of the ANN, we introduce Jacobian regularization in the loss function. …”
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Derivative terms with the meaning of new social strata in English and Russian sociological discourse by Tatiana M. Shkapenko, Elena N. Strelchuk

“…A comprehensive analysis was conducted, encompassing definitional, etymological, cognitive-derivational, contextual and functional-semantic methodologies. …”
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FEATURES OF DESIGNING FISH PASSAGE AND FISH PASSAGE-SPAWNING CHANNELS AT WATERWORKS by Viktor N. Shkura, Alexey V. Shevchenko

“…The development methodology provides for the use of technology of scientific analysis and synthesis of experimental data and engineering solutions for hydraulic structures. …”
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Application of digital twin model based industrial internet by Bin LIU, Yunyong ZHANG

“…Industrial internet is an important engine for manufacturing enterprises to provide intelligent products and services in China.From manufacturing enterprises’ point of view,the definition and data sources of industrial internet were introduced,and the five-layer function architecture of industrial internet was proposed.The industrial data analysis model represented by digital twin played a crucial role in developing industrial internet for manufacturing enterprises,whose definition,characteristics,key technologies and applications in the whole product lifecycle were elaborated.Finally,the problems and solutions of carrying forward industrial internet in China were addressed.…”
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PRODUCTIVITY DIFFERENTIALS ALONG GENDER LINES OF COCOA FARMERS IN ABIA STATE, NIGERIA by Chibuzo Ikechukwu OKPOKIRI, Chigozirim Ndubuisi ONWUSIRIBE, Felix Okezie ONWUKWE

“…Data were analyzed using profitability analysis and semi-log regression function. …”
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The Effect Of Andaliman Fruit (Zanthoxylum Acanthopodium) Extract On Oxidative Stress In The Pancreas Of Rats (Ratus Norvegicus) Induced By D-Galactose by Felix Hartanto, Chrismis Novalinda Ginting, Linda Chiuman

“…The Research methods design is post-test only control group design .The samples used were 32 white rats which were divided into 4 groups, namely the control group and the andaliman fruit extract dose group of 100, 150, 200 milligrams per kilogram of body weight. Data analysis using One-way Analysis of Variance. …”
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A conceptual approach to the –ING construction: aspects of radiality and subjectification by Sandra Aparecida Faria de Almeida, Iván de Jesús Davis Ulloa

“…By performing a corpus-based analysis of the data (Berber-Sardinha, 2002, 2004) we finally argue that there is a radial organisation (Brugman, 1981; Lakoff,  1987) for the –ING construction, which goes from a more concrete level, being this more situated or grounded and thus more objectified (as a “here and now process”), until it gets to a more abstract level, therefore, less situated and more subjectified (taken as a “thing”). …”
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Relationship between social activities and cognitive impairment in Chinese older adults: the mediating effect of depressive symptoms by Qianke Yang, Shichong Lin, Zhuyun Zhang, Shuhao Du, Dan Zhou

“…BackgroundThe differential impacts of various social activities on dementia prevention and the mediating role of depression in this relationship remain unclear.ObjectivesThis study aimed to identify the effects of different social activities on cognitive function, examine the mediating role of depression, and provide evidence for targeted interventions to prevent cognitive decline.MethodsUsing data from CHARLS, we employed RCS analysis and Structural Equation Modeling to examine the relationships between social activities, depression, and cognitive function in older adults.ResultsSocial activity participation is non-linearly inversely related to both cognitive impairment and depression risk. …”
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The Evolution and Future Prospects of BLIK: A Case Study by Jakub Kubiczek, Marta Czarkowska

“…Methodology: A thematic literature review and secondary data analysis, including data from the National Bank of Poland [Narodowy Bank Polski] and findings from scientific studies and industry reports, were utilised to fulfill the research aim. …”
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CYTOPROTECTIVE AND NEUROTROPHIC THERAPY FOR CEREBRAL STROKE by M. Yu. Martynov, A. N. Yasamanova, I. A. Shchukin, T. I. Kolesnikova, V. I. Chubykin

“…Particular emphasis is placed on the issues of cytoprotective and neurotrophic therapy for cerebral stroke. Analysis of the data available in the literature shows that cytoprotective and neurotrophic therapies are important components of combination treatment in patients with stroke and favorably affect the functional outcome of the disease.…”
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An essential role for katanin p80 and microtubule severing in male gamete production. by Liza O'Donnell, Danielle Rhodes, Stephanie J Smith, D Jo Merriner, Brett J Clark, Claire Borg, Belinda Whittle, Anne E O'Connor, Lee B Smith, Francis J McNally, David M de Kretser, Chris C Goodnow, Chris J Ormandy, Duangporn Jamsai, Moira K O'Bryan

“…Specifically, through an analysis of a mouse loss-of-function allele (the Taily line), we demonstrate that katanin p80, most likely in association with p60, has an essential role in male meiotic spindle assembly and dissolution and the removal of midbody microtubules and, thus, cytokinesis. …”
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CFD investigation and ANN prediction of heat transfer coefficient for fully developed turbulent air flow around double V-baffle turbulators by Abdulaziz Alasiri, H.E. Fawaz

“…The process of training incorporates the analysis of the loss function on training and validation data for controlling the weights and biases using backpropagation while feed forward propagate the selected input parameters. …”
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Psychological Effects of Orthodontic Treatment in Adults: A Mixed-Methods Study by Shresthaa Singh, Khumanthem Savana, Brajendu, Parul Priya, Abhay K. Jain, Abhishek Kumar

“…Quantitative data were analyzed using Analysis of Variance (ANOVA) to assess changes over time, while thematic analysis was conducted on qualitative data to identify common themes. …”
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Ex-situ modification of nanostructured hydroxyapatite by colloidal CdS particles by N.S. Kozhevnikova, E.A. Bogdanova, V.M. Skachkov, I.V. Baklanova, A.P. Tyutyunnik, L.Yu. Buldakova, M.Yu. Yanchenko, A.A. Yushkov

“…The article discusses the possibility of obtaining functional composite materials with pronounced photocatalytic properties. …”
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DISCRETIONARY TRENDS AND CONTRADICTIONS OF LEGAL PRACTICE: INDIVIDUAL MANIFESTATIONS AND OPTIMIZATION TECHNOLOGIES by VALIEV R.G.

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Investigating the eye in Down syndrome as a window to Alzheimer’s disease: the REVEAL protocol – a clinical cross-sectional study by Henrik Zetterberg, Tunde Peto, Imre Lengyel, Kathryn Saunders, Sarah Atkinson, André Strydom, Julie-Anne Little, Elaine Murray, Jamie Mitchell, Aoife Mary Louise Hunter, Lajos Csincsik

“…Findings from the REVEAL study will be presented to academic audiences at international conferences and peer-reviewed publications in targeted high-impact journals after data collection and analysis are complete. Dissemination activities will also include presentations at public events.…”
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Automated Fovea Detection in Spectral Domain Optical Coherence Tomography Scans of Exudative Macular Disease by Jing Wu, Sebastian M. Waldstein, Alessio Montuoro, Bianca S. Gerendas, Georg Langs, Ursula Schmidt-Erfurth

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Personalised Lung Cancer Screening (PLuS) study to assess the importance of coexisting chronic conditions to clinical practice and policy: protocol for a multicentre observational... by Yi Guo, Dongyu Zhang, Rafael Meza, Jihyoun Jeon, Dejana Braithwaite, Gerard A Silvestri, Michael K Gould, Jiang Bian, Bruno Hochhegger, Shama D Karanth, Christopher G Slatore, Martin Tammemagi, Mattthew Schabath, Meghann Wheeler, Frederic J Kaye

“…The Personalised Lung Cancer Screening (PLuS) study will help close this knowledge gap by leveraging real-world data to fully characterise LCS recipients. The principal goal of the PLuS study is to characterise the comorbidity burden of individuals undergoing LCS and quantify the benefits and harms of LCS to enable informed decision-making.Methods and analysis PLuS is a multicentre observational study designed to assemble an LCS cohort from the electronic health records of ~40 000 individuals undergoing annual LCS with LDCT from 2016 to 2022. …”
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Development of an in vitro model to study muscle maladaptation to overtraining by Giuseppe Sirago, Clément Lanfranchi, Justin Carrard, Vincent Gremeaux, Nadège Zanou, Nicolas Place

“…However, in some cases when the training load is higher than required, the outcome may lead to non-functional overreaching – a state in which performance may be transiently reduced. …”
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The unique structure of the highly conserved PPLP region in HIV-1 Vif is critical for the formation of APOBEC3 recognition interfaces by Yasumasa Iwatani, Kazuhiro Matsuoka, Hirotaka Ode, Mai Kubota, Yoshihiro Nakata, Yuka Setoyama, Kanako Kojima, Mayumi Imahashi, Yoshiyuki Yokomaku

“…However, how the PPLP motif dictates the functions of Vif remains unclear. Here, we aimed to elucidate this mechanism using biochemical and structural biology approaches. …”
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